Marketing Dictionary

301 Redirect vs 302 Redirect

A 301 redirect tells browsers and search engines a page has moved permanently, and passes most of its ranking authority to the new URL. A 302 redirect signals a temporary move and tells search engines to keep the original URL indexed. Both send visitors to a new address, but they mean different things to Google.

A/B Testing

A/B testing is a controlled experiment where you split traffic between two versions of something: the original (A, the control) and a changed version (B, the variant). You measure which produces more of a desired outcome and declare a winner only when the result clears a statistical significance threshold.

A/B/n Testing

A/B/n testing is a conversion-rate optimisation (CRO) method where you test three or more versions of a page or element against each other at the same time, instead of just two. The 'n' stands for however many additional variants you add beyond a standard A/B test.

Abandoned Cart Flow

An abandoned cart flow is an automated sequence of emails (sometimes SMS) sent to a shopper who added items to their cart but left without buying. It's triggered by inactivity, usually starting within an hour or two of the abandonment, and aims to bring the shopper back to complete the purchase.

ABN (Australian Business Number)

An Australian Business Number, or ABN, is a unique eleven-digit identifier for a business in its dealings with government and other businesses. It is required to register for GST and to invoice cleanly. For marketers it is also a free verification and enrichment key, because the public ABN Lookup links a number to a business name, status and location.

Above the Fold

Above the fold is the portion of a web page visible in the browser window before a visitor scrolls. The term comes from newspaper printing, where the stories on the top half of a folded front page got the most attention. On the web, it describes whatever a visitor sees the moment a page loads.

ACCC (Australian Competition and Consumer Commission)

The Australian Competition and Consumer Commission, or ACCC, is the national regulator for competition and consumer protection. It enforces Australian Consumer Law and the rules against anti-competitive behaviour. For marketers it is the body that pursues misleading claims, fake pricing and unsubstantiated advertising, and the penalties it can seek are significant.

Accessibility (WCAG)

Accessibility, often measured against the Web Content Accessibility Guidelines (WCAG), is the practice of building websites that people with disabilities can use. That includes screen reader users, people with low vision, motor impairments and cognitive differences. WCAG sets the technical bar most legal and industry standards point to.

Account Manager

An account manager is the person at an agency who owns the relationship with a client. They are the main point of contact, they coordinate the work internally and they keep the client informed and happy. Crucially, the account manager usually manages the relationship rather than doing the marketing work itself, which is a distinction worth understanding before you pay for the layer.

Account-Based Experience

Account-Based Experience (ABX) is a B2B approach that extends Account-Based Marketing (ABM) beyond the marketing team, coordinating sales, marketing and customer success to deliver a consistent, personalised experience to a small list of named target accounts across the entire relationship, not just during the campaign.

Account-Based Marketing

Account-based marketing (ABM) is a B2B strategy where marketing and sales align around a defined list of target accounts and treat each one as a market of one. Instead of casting wide and filtering later, ABM starts with the accounts worth winning and builds everything around them.

ACMA (Australian Communications and Media Authority)

The Australian Communications and Media Authority, or ACMA, is the national regulator for communications and media. For marketers its most important roles are enforcing the Spam Act, which governs commercial email and SMS, and running the Do Not Call Register for telemarketing. It has issued some of the largest marketing penalties in the country.

ACN (Australian Company Number)

An Australian Company Number, or ACN, is a unique nine-digit identifier issued to a company when it is registered with the corporate regulator. Only incorporated companies have one. For marketers it is a signal of business structure, distinguishing a company from a sole trader or partnership, which can matter for targeting and credibility.

Actionable Metric

An actionable metric is a number that changes in response to specific decisions your team makes, and tells you clearly what to do next when it moves. It's the opposite of a vanity metric, which looks impressive but doesn't point to any action.

Active Users

Active users is the count of unique users who completed at least one engaged session on your site or app within a defined window. Google Analytics 4 (GA4) reports three windows: 1-day (DAU), 7-day (WAU) and 28-day (MAU). An engaged session in GA4 means the user stayed for at least 10 seconds, triggered a conversion event, or viewed two or more pages.

ACV

Annual Contract Value (ACV) is the average yearly value of a single customer contract. It's calculated by taking the total value of a contract and dividing it by its length in years. ACV lets businesses compare deals of different lengths on equal footing.

Ad Account Structure

Ad account structure is how campaigns, ad sets and ads are organised inside a platform like Google Ads or Meta Ads. It decides how budget gets grouped, how the algorithm learns, and how cleanly you can read performance. A good structure matches the platform's logic, not your internal org chart.

Ad Auction

An ad auction is the automated process that runs every time someone searches on Google (or loads a page that shows display ads). Advertisers don't simply buy a slot by paying the most. They compete on Ad Rank, which combines their bid with Quality Score and relevance signals. A lower bid with a better Quality Score can beat a higher bid with poor quality.

Ad Copy

Ad copy is the written text in a paid advertisement. It includes headlines, descriptions and calls to action across search, social, display and other paid channels. Good ad copy earns attention, communicates a clear reason to click and matches what the audience already wants.

Ad Exchange

An ad exchange is a digital marketplace where advertisers bid to buy ad space and publishers sell it, usually in real time. It sits at the centre of programmatic advertising, connecting demand-side platforms (DSPs) to supply-side platforms (SSPs) through automated auctions that happen while a page is loading.

Ad Extensions

Additional pieces of information added to a Google Ad — like extra links, a phone number or your address — that expand the ad without increasing cost per click.

Ad Fatigue

Ad fatigue happens when an audience has seen the same ad creative too many times and stops responding. Click-through rates fall, costs per result rise and the audience mentally tunes out the creative. It's not a platform problem. It's a signal that you need new creative.

Ad Fraud

Ad fraud is any deliberate attempt to fake genuine ad interactions, impressions, clicks or conversions, so someone gets paid for activity that was never generated by a real interested person. It includes bot traffic, click farms, domain spoofing and fake conversions. The goal is always to siphon budget without delivering real attention.

Ad Rank

Ad Rank is the score Google calculates to decide whether your ad shows in a given auction and which position it occupies. It combines your bid, your Quality Score, and contextual signals like device, location and time of day. A higher Ad Rank wins a higher position, and a better Quality Score means you can win that position for less money.

Ad Rank Thresholds

Ad Rank thresholds are the minimum Ad Rank score an advertiser must clear to have their ad shown in a Google Ads auction, or to hold a specific position on the page. Ad Rank itself is calculated from bid amount, Quality Score, and the expected impact of ad extensions and formats.

Ad Relevance

Ad relevance is how closely the wording of your ad matches what someone actually typed into search, and what they expect to find when they click. Google Ads and Microsoft Advertising both score it as one of three diagnostic components feeding into your overall Quality Score, alongside expected click-through rate and landing page experience.

Ad Spend

Ad spend is the total amount paid to advertising platforms to run paid campaigns. It is distinct from total marketing budget, which includes production, tools and people costs. Ad spend is what leaves your bank account and goes to Google, Meta, TikTok and similar platforms in exchange for impressions and clicks.

Ad Standards (AANA Code of Ethics)

Ad Standards is Australia's self-regulatory body for advertising content. It applies the AANA Code of Ethics, written by the industry association, covering honesty, decency, discrimination, violence and health and safety. The public complains, a community panel adjudicates, and advertisers are expected to remove or amend ads that breach. It is not law, but ignoring it carries real cost.

Ad Strength

Ad Strength is a rating Google Ads gives to responsive search ads, ranging from Poor to Excellent. It scores how many unique headlines and descriptions you've written and how varied they are, as a proxy for how well the ad can be optimised by Google's algorithm.

Advantage+

Advantage+ is Meta's suite of automated campaign tools that use machine learning to handle targeting, placement, budget allocation and creative selection with minimal manual input. Instead of building detailed audience sets, advertisers feed Meta's algorithm a product catalogue or a set of creative assets and let the system optimise delivery.

Advantage+ Shopping

Advantage+ Shopping Campaigns (ASC) are Meta's automated campaign type for ecommerce advertisers. Instead of building manual audiences and ad sets, you supply a product catalogue, creative and a budget, and Meta's machine learning handles targeting, placement and creative combination to drive purchases across Facebook and Instagram.

Advertorial

An advertorial is a paid placement written and designed to look like an independent editorial article rather than a standard ad. It runs in the publication's own voice, format and layout. Advertisers pay for the space, and Australian rules require it to be clearly labelled as sponsored or paid content.

AEO

Answer Engine Optimisation (AEO) is the practice of structuring content so that AI-powered search tools like Google's AI Overviews, ChatGPT search and Perplexity cite your content when generating direct answers. Where traditional SEO aims for a ranked link, AEO aims to be the source behind the answer.

Affiliate Creator

An affiliate creator is a social media creator who earns a commission on sales rather than a flat fee for posting. They promote a product using a tracked link or discount code, and get paid only when someone actually buys. It shifts the risk from the brand to the creator.

Affiliate Marketing

Affiliate marketing is a performance-based channel where third parties (affiliates) promote a business's products in exchange for a commission on each sale, lead or click they generate. The advertiser only pays when a defined outcome is achieved.

AFL and NRL season planning

The AFL and NRL seasons are Australia's two dominant football codes, running roughly March to a September or October finals series. They split largely along geography, AFL strongest in the south and west, NRL in the north and east, and they drive a long arc of hospitality, food, betting, merchandise and media demand that builds to the grand finals.

Agency Brief

An agency brief is the written document a business gives an agency to define a project. It sets out the goal, the audience, the budget, the timeline and how success will be measured. A good brief gives the agency enough constraint to work fast without dictating the answer.

Agency of Record

An agency of record, or AOR, is the agency a company formally names as its lead partner for a defined area of marketing, usually media, creative or the whole account. The AOR holds the primary ongoing relationship, sets or executes strategy and coordinates the work, rather than being brought in for one project. It is a signal of who is accountable for the brand's marketing.

Agent Orchestration

Agent orchestration is the practice of coordinating multiple AI agents so they hand tasks to each other across tools and steps. One agent researches, another drafts, another checks. Orchestration is the layer that decides which agent runs when, what data it gets, and what happens when one fails.

Agentic Marketing

Agentic marketing is the use of AI agents that can plan and take marketing actions on their own, not just generate suggestions. An AI agent is software that decides a sequence of steps toward a goal, then executes them. In marketing that means launching campaigns, adjusting bids or writing and sending content with limited human input.

Agentic Search

Agentic search is when an artificial intelligence (AI) agent conducts research, comparisons or multi-step queries autonomously on behalf of a user, without that user typing each individual query. The agent reasons across sources, synthesises answers and may complete tasks, returning a result rather than a list of links.

Aha Moment

The aha moment is the point where a new user first experiences the core value of a product, and understands why it's worth using. It's the moment scepticism turns into intent. Products with a clear, fast aha moment convert trials to customers and customers to retained customers at far higher rates.

AHPRA advertising guidelines

AHPRA, the Australian Health Practitioner Regulation Agency, sets advertising rules for registered health practitioners and their businesses, from doctors and dentists to physiotherapists and psychologists. The rules ban testimonials about clinical care, prohibit misleading claims, forbid creating unrealistic expectations and restrict inducements. They are backed by National Law with genuine penalties.

Ahrefs

Ahrefs is a paid SEO software platform used for keyword research, backlink analysis, competitor research and rank tracking. It crawls the web independently and builds its own index, which lets marketers see which pages rank, who links to them and which keywords drive their traffic.

AI Agent

An AI agent is software that uses a large language model to pursue a goal by planning a sequence of steps and taking actions autonomously. Unlike a chatbot that responds to a single prompt, an agent decides what to do next, uses tools like web search or code execution, and iterates until the task is done.

AI Attribution

AI attribution is the emerging practice of using artificial intelligence, including large language models and machine learning, to work out which marketing efforts deserve credit for a sale. It goes beyond fixed rules by reasoning across messy signals like ad exposure, search behaviour and offline touches to estimate contribution.

AI Citations / Source Attribution

AI citations are the source links an AI-powered search engine or large language model (LLM) includes when answering a query. When a tool like ChatGPT, Perplexity or Google AI Overviews surfaces an answer, it sometimes credits the pages it drew from. Being cited is the generative search equivalent of ranking on page one.

AI Content

AI content is text, imagery or other media produced or substantially assisted by artificial intelligence tools like large language models. The term covers everything from lightly AI-assisted drafts to fully automated content pipelines. Quality and usefulness vary enormously depending on how the tools are directed and edited.

AI Content Detection

AI content detection refers to tools and methods used to identify whether text was written by a generative AI model rather than a human. These tools analyse patterns in sentence structure, word choice and statistical regularities to estimate the probability that content is AI-generated.

AI Crawler

An AI crawler is an automated bot that reads your website so an AI system can either train on your content or cite it in a live answer. Named crawlers include GPTBot from OpenAI, ClaudeBot from Anthropic, PerplexityBot, and Google-Extended. You control access to each one through your robots.txt file.

AI Mode (Google)

AI Mode is a Google search feature that generates a conversational, AI-written answer directly on the results page instead of returning a traditional list of blue links. It synthesises content from multiple sources and may cite some of them, often reducing the number of users who click through to any website.

AI Overviews

AI Overviews are AI-generated summaries that appear at the top of Google search results, above organic listings. Google synthesises content from multiple sources to answer the query directly on the results page. Introduced as Search Generative Experience (SGE) in 2023, AI Overviews rolled out broadly in 2024.

AI Overviews vs Featured Snippet

A Featured Snippet is a boxed answer Google pulls from a single ranking page to answer a query directly in search results. An AI Overview is a generated summary Google synthesises from multiple sources using its AI system. Both appear above organic results. Featured Snippets link clearly to one source. AI Overviews cite several sources in smaller links that most users miss.

AI Personalisation

AI personalisation is the use of machine learning models to automatically adapt what a user sees based on their behaviour, history, location or inferred intent. It powers product recommendations, dynamic email content, personalised search results and tailored ad creative, adjusting in real time without manual rules.

AI Search

AI search is the shift from search engines that return a list of links to systems that read the web and answer your question directly. It covers the answers inside ChatGPT and Perplexity, Google's AI Overviews and the AI features spreading across every search tool. For marketers it changes the fundamental goal from ranking a page to being the source the AI trusts and cites.

AI Shopping Agent

An AI shopping agent is a software program that uses artificial intelligence to research, compare and purchase products on a user's behalf. Instead of a person browsing multiple sites, the agent reads product data, weighs options against stated preferences, and either recommends or completes a purchase autonomously.

AI Slop

AI slop is low-quality content produced at volume by generative AI tools with little human editing or judgement. It reads as generic, padded and interchangeable. The term is a cultural insult as much as a technical label, aimed at content that exists to fill space rather than to help a reader.

AI Visibility Score

An AI Visibility Score is a number a vendor tool assigns to estimate how often and how prominently your brand appears in answers from AI assistants like ChatGPT, Gemini and Perplexity. It's a proprietary metric, so each tool calculates it differently and no single industry standard exists.

AI Workflow vs Agent

An AI workflow follows a fixed path you designed, calling a language model at set steps to draft or classify something. An AI agent decides its own path, choosing which tools to use and when to stop, to hit a goal you set. The difference is who plans the steps: you, or the model.

AI-Assisted Content

AI-assisted content is any piece of content, an article, an email, a product description, that was drafted, researched or edited with the help of an artificial intelligence (AI) tool such as a large language model. It sits on a spectrum from a light grammar pass to a fully AI-written first draft with human editing on top.

Alcohol advertising (ABAC) code

The ABAC Responsible Alcohol Marketing Code is Australia's self-regulatory framework for alcohol advertising. It sets content rules, advertising must not appeal to minors, encourage excessive drinking or link alcohol to social, sexual or personal success, and placement rules requiring an adult audience. It offers a pre-vetting service so advertisers can check campaigns before they run.

Algorithm

In marketing, an algorithm is the set of rules and signals a platform uses to decide what content to show, to whom and in what order. Google's algorithm ranks search results. Meta's algorithm decides what appears in the feed. TikTok's algorithm determines which videos get distributed. Each platform's algorithm has different optimisation targets but the underlying principle is the same: reward content that keeps users engaged.

Algorithm Signals

Algorithm signals are the pieces of behavioural data a social platform's ranking system reads to decide who sees a piece of content and how far it spreads. Signals include watch time, shares, saves, comments and how quickly someone scrolls past. Platforms weight each signal differently and rarely publish the exact formula.

Algorithm Update

An algorithm update is a change a platform makes to how it ranks or surfaces content, whether that is Google adjusting search rankings or a social network changing what appears in the feed. Updates can move traffic sharply overnight. The durable defence is not chasing each change but building genuine quality and audience relationships that survive whatever the algorithm does next.

Alt Text

Alt text, short for alternative text, is a written description attached to an image in a page's code. It's read aloud by screen readers for vision-impaired users and read by search engines that can't interpret images the way humans do. It also displays if the image fails to load.

Always-On vs Burst

Always-on and burst are two ways of scheduling paid media spend. Always-on keeps campaigns running continuously at a steady budget. Burst concentrates spend into short, intense windows around launches, sales or seasonal peaks, then pauses in between.

AMP for Email

AMP for Email is a Google-backed format that lets emails include interactive elements like carousels, forms and live content that updates after the email lands. Recipients can browse a product list, RSVP or fill out a form without leaving their inbox. It's built on Accelerated Mobile Pages (AMP), the same framework Google created for fast-loading web pages.

Amplification Rate

Amplification rate is the percentage of your audience that shares or reposts your content, calculated as total shares divided by total followers or reach, multiplied by 100. It measures how far your own audience is willing to carry your message beyond your account.

Anchor Text

Anchor text is the visible, clickable text used in a hyperlink. Search engines like Google read anchor text as a signal about what the linked page is about. A link saying 'accounting software' points to a page Google will associate with accounting software.

Anchor Text Types

Anchor text types describe the different kinds of clickable text used in a hyperlink. The four main categories are exact match (the target keyword word for word), partial match (a variation of the keyword), branded (the company or site name) and naked (the raw URL itself). Search engines read anchor text as a signal of what the linked page is about.

Annotation

An annotation is a note added to a specific date or date range in an analytics platform to explain why data changed. When traffic spikes, a campaign launches, tracking breaks, or the site is updated, an annotation records what happened so future analysis has context.

Anonymisation

Anonymisation is the process of removing or altering personal information so a specific individual can no longer be identified, even by combining the data with other sources. Once data is genuinely anonymised, it typically falls outside privacy regulations because there's no person left to protect.

API

An API (Application Programming Interface) is a connection point that allows two software systems to communicate and exchange data automatically. In marketing, APIs power integrations between your CRM and email platform, between your website and analytics, and increasingly between your server and ad platforms through Conversion APIs that send signal data directly rather than relying on browser-based tracking.

Applause Rate

Applause rate is the percentage of people who reacted positively to a social post, calculated as the number of likes and reactions divided by total followers or reach. It measures approval only, not deeper engagement like comments, shares or clicks through to a website.

ARPA

ARPA stands for average revenue per account. It measures how much recurring revenue a business earns per customer account, usually calculated monthly. ARPA is total recurring revenue divided by the number of active accounts. It's a core subscription metric used alongside MRR, churn rate and lifetime value.

ARPU

Average Revenue Per User (ARPU) is the average amount of revenue a business earns from each active user or account over a set period, usually a month or a year. Calculated as total revenue divided by total active users in that same period.

ARR

ARR stands for Annual Recurring Revenue. It is the annualised value of all active subscription contracts at a given point in time. Calculated by multiplying Monthly Recurring Revenue (MRR) by twelve, ARR gives a snapshot of the predictable revenue a subscription business expects to collect over the next twelve months if nothing changes.

Art Direction

Art direction is the set of visual decisions that shape how a brand looks and feels across photography, video, layout and campaign work. It sits above individual design tasks, setting the mood, composition, colour and style choices that designers and photographers then execute against.

Aspect Ratios by Placement

Aspect ratios by placement refers to matching the width-to-height shape of an image or video to the specific ad or content placement it will run in, such as a feed post, a story, a banner or a landing page hero. Each placement has a native shape that platforms favour and audiences expect.

Assisted Conversion

An assisted conversion is recorded when a marketing channel contributed to a conversion path but was not the final touchpoint before the customer converted. It shows which channels warm up customers that another channel closes, making it a key input for multi-channel attribution decisions.

Atomisation

Atomisation is the practice of breaking one piece of long-form content into smaller pieces suited to different channels. A single research report might become a blog post, five social posts, an email and a short video script, each carrying a fragment of the original idea.

Attribution

Attribution is how you decide which of your marketing efforts gets credit when a customer buys something. Most customers see several ads, get an email, search a couple of times, then convert. Attribution is the system you use to divide up the credit between all those touches.

Attribution Models Overview

Attribution models are the rules that decide how much credit each marketing touchpoint receives when a customer converts. Different models assign credit differently: one might give everything to the last ad clicked, another splits it evenly across every touchpoint the customer saw.

Attribution Reporting API

The Attribution Reporting API (ARA) is a Chrome browser feature that lets advertisers measure whether an ad click or view led to a conversion, without using third-party cookies. It's part of Google's Privacy Sandbox and reports results in a delayed, aggregated form rather than per-user detail.

Attribution Window

An attribution window is the period of time after a user clicks or views an ad during which a conversion is credited to that ad. A 7-day click window means any purchase within 7 days of clicking your ad is counted as a conversion. Different window lengths produce different conversion counts from the same campaign.

Auction Insights

Auction Insights is a Google Ads report that shows how your ads perform against other advertisers bidding on the same keywords. It compares metrics like impression share, overlap rate and position above rate across an anonymised list of competing domains.

Audience

An audience is the specific group of people a piece of marketing is trying to reach. It can be defined by demographics like age and location, by behaviour like past purchases or site visits, by interests or by intent signals like a recent search. In ad platforms, an audience is also a concrete, saved set of people you can target, for example past visitors or a lookalike of your customers.

Audience Targeting

Audience targeting is the process of defining who sees your paid advertising based on characteristics like demographics, interests, behaviour, past interactions or similarity to existing customers. Better targeting means your budget reaches people more likely to respond, improving conversion rates and reducing cost-per-acquisition.

Audience Trigger

An audience trigger is a rule that fires when a user meets a defined condition, such as visiting a specific page, completing a conversion event, or reaching a certain engagement threshold. When the trigger fires, the platform adds that user to an audience list, sends a signal to an ad platform, or kicks off an automated action.

Australian Consumer Law (ACL)

The Australian Consumer Law, often shortened to ACL, is the national set of rules that protect consumers and govern how businesses can market and sell. For marketers the central rule is that you must not engage in misleading or deceptive conduct. It is enforced by the Australian Competition and Consumer Commission and state regulators.

Australian Made logo rules

The Australian Made logo is the green and gold kangaroo, a certified trademark that signals a product is genuinely made or grown in Australia. It is administered by a not-for-profit, and businesses must register and meet the origin criteria to use it. For marketers it is a recognised shortcut for provenance, but only for products that qualify and licence it properly.

Australian Privacy Principles (APPs)

The Australian Privacy Principles, or APPs, are the set of rules that put the Privacy Act 1988 into practice. They govern how organisations collect, use, store, secure and disclose personal information, and the rights people have to access and correct it. One principle deals specifically with direct marketing, which makes them directly relevant to marketers.

Auto-tagging

Auto-tagging is a Google Ads setting that automatically adds a tracking parameter called GCLID (Google Click Identifier) to the end of your ad URLs. It lets Google Analytics match a click on your ad to a session and a conversion without you building UTM parameters by hand for every campaign.

Average Engagement Time

Average engagement time is the mean amount of time a session spent with your site in the foreground of the user's browser. It is recorded in Google Analytics 4 (GA4) and replaces the old average session duration metric, counting only time when the tab was actually active.

Average Order Frequency

Average order frequency is how many times the typical customer buys from you within a set period, usually a year. It's calculated by dividing total orders by the number of unique customers who placed them. It's one of the three inputs used to build lifetime value.

Average Order Value

AOV stands for average order value. It measures the average amount a customer spends per transaction, calculated as total revenue divided by total number of orders in a given period. AOV is used to understand revenue per transaction and to set acquisition cost targets.

Average View Duration

Average View Duration (AVD) is the average length of time viewers spend watching a video, calculated as total watch time divided by total views. It's a core retention metric on platforms like YouTube, TikTok and Meta, showing whether content holds attention or loses it early.

Back to School

Back to school in Australia is the spending season around the start of the school year in late January and early February, after the long summer holidays. It drives demand for uniforms, supplies, technology and related retail. Critically for marketers, it lands at the start of the calendar year, not in autumn as it does in the Northern Hemisphere.

Backlink

A backlink is a hyperlink from one website pointing to another. When a site links to yours, Google treats it as a signal of credibility. Not all backlinks carry equal weight. A link from a trusted, relevant site is worth far more than dozens of links from low-quality directories.

Bait Advertising

Bait advertising is promoting a product at a special price when you do not have reasonable stock to meet demand, or never genuinely intended to supply it at that price. In Australia it breaches consumer law unless you clearly disclose limited availability. The classic version draws people in with a deal then steers them to something dearer.

BAS (Business Activity Statement)

A Business Activity Statement, or BAS, is the form Australian businesses use to report and pay tax to the Australian Taxation Office. It covers GST collected and paid, PAYG withholding for staff, and PAYG income tax instalments. Most businesses lodge it quarterly, and it is the moment the GST you collected actually leaves the building.

Bayesian vs Frequentist Testing

Bayesian and frequentist testing are two statistical frameworks for interpreting an A/B testing result. Frequentist testing asks whether the observed difference could plausibly be random chance, using p-values and significance thresholds. Bayesian testing instead calculates the probability that one variant genuinely outperforms another, updating as data arrives.

Benchmark

A benchmark is a reference point used to evaluate performance. In marketing, benchmarks are typically industry averages for metrics like email open rates, conversion rates, CPCs or engagement rates. They provide context for whether your results are strong, weak or average relative to peers. The most useful benchmark is your own historical performance trend, not an external average.

Best Time to Post

Best time to post refers to the idea that posting on social media at a specific hour or day increases reach and engagement. In practice, most platforms now prioritise content based on early engagement signals rather than publish time, which makes generic best-time charts far less useful than they look.

Bid Adjustments

Bid adjustments are percentage changes you apply to your base bid in a paid search or paid social platform to spend more or less in specific conditions. Common adjustment types include device, location, time of day and audience. A positive adjustment raises the bid, a negative one lowers it.

Bid Strategy

A bid strategy is the method you use to set how much you're willing to pay for a click, impression or conversion in a paid advertising campaign. Strategies range from fully manual (you set each bid yourself) to fully automated (the platform's algorithm adjusts bids in real time based on conversion probability). Automated strategies like Target CPA and Target ROAS use machine learning to optimise bids, but require sufficient conversion data to function properly.

Big Idea

The Big Idea is the single creative concept that holds an entire marketing campaign together, the thought that makes every ad, headline and asset feel like it belongs to the same story. It is the one sentence version of what a campaign is really about, distinct from a tagline or a strategy statement.

BigCommerce

BigCommerce is a hosted ecommerce platform businesses use to build and run an online store without managing their own servers. It handles product catalogues, checkout, payments and hosting, and competes most directly with Shopify for mid-market and enterprise sellers.

BigQuery

BigQuery is Google's cloud data warehouse. Marketers mostly meet it as the free raw data export from Google Analytics 4 (GA4), which lets you query every individual event instead of relying on GA4's pre-aggregated dashboard reports.

BigQuery Export (GA4)

BigQuery Export is a native Google Analytics 4 (GA4) feature that continuously copies your raw event data into Google BigQuery, Google's cloud data warehouse. It gives analysts direct SQL access to unsampled, hit-level data that the GA4 interface cannot surface on its own.

BIMI

BIMI stands for Brand Indicators for Message Identification. It's a standard that lets your verified logo appear next to your emails in supported inboxes like Gmail. To qualify, your domain needs strict DMARC (Domain-based Message Authentication, Reporting and Conformance) enforcement and, for most inbox providers, a Verified Mark Certificate.

Black Friday in Australia

Black Friday, the late-November sales event imported from the United States, has become one of the largest retail moments in Australia, rivalling or overtaking Boxing Day for many retailers. It runs into Cyber Monday as a four-day weekend, falls in early Australian summer ahead of Christmas, and now anchors the Australian discount calendar.

Blended CAC

Blended CAC is the average cost to acquire one customer when you divide your total acquisition spend by every new customer you got, including the ones who arrived through organic search, referrals or word of mouth with no direct spend attached. It's a company-wide efficiency number, not a channel-level one.

Blended ROAS

Blended ROAS (return on ad spend) is total revenue divided by total ad spend across every channel combined, rather than one platform's self-reported number. It answers whether your overall paid media investment is profitable, not which channel deserves the credit.

Blocklist / Denylist

A blocklist (also called a denylist) is a list of IP addresses or domains that internet service providers (ISPs) and spam filters have flagged as untrustworthy senders. Once you're on one, your emails stop reaching inboxes regardless of content quality. It's the modern, more neutral term for what used to be called a blacklist.

Blog

A blog is a section of a website where a business publishes written content, typically articles or posts. In marketing terms, a blog serves two functions: attracting organic search traffic by targeting queries potential customers are searching for, and demonstrating expertise to readers who are evaluating whether to buy. Blogs that serve neither function are publishing exercises that generate no commercial value.

BNPL (Buy Now Pay Later)

Buy Now Pay Later, or BNPL, lets a shopper split a purchase into instalments, usually interest-free to them, while the merchant is paid up front minus a fee. Australia led the modern BNPL wave through brands like Afterpay and Zip, and it is now a mainstream checkout option that lifts conversion and basket size at a real cost to margin.

Body Copy

Body copy is the main block of written content on a page, ad or email, sitting below the headline and above the call to action. It carries the argument, the detail and the proof that a headline alone can't fit, and its job is to move a reader from interested to convinced.

Bookings vs Revenue

Bookings is the total value of a contract signed with a customer, recorded the moment the deal closes. Revenue is the portion of that contract value your accounts recognise as the service is delivered over time. A one-year contract worth a fixed amount books instantly, but revenue is recognised gradually across the term.

Boosted Post

A boosted post is an organic social media post you pay to show to a wider or more targeted audience, usually through a single button on Facebook or Instagram. It's the simplified version of paid advertising, built for speed rather than control.

Boosted Post

A boosted post is an existing post on your Facebook or Instagram Page that you pay to show to a wider audience, and it stays visible on your Page's timeline. A dark post is an ad built and targeted directly in Ads Manager, with no organic version and no place on your Page's feed.

Bottom of Funnel

Bottom of funnel (BOFU) refers to the stage in the customer journey where someone is ready to make a purchase decision. They've moved from awareness (knowing a problem exists) through consideration (evaluating solutions) and are now actively comparing options and looking for reasons to commit. Bottom-of-funnel marketing removes final objections and makes choosing you the obvious outcome.

Bottom-of-Funnel Content

Bottom-of-funnel (BOFU) content is content built for people who already understand their problem and are actively comparing solutions. It includes case studies, pricing pages, product comparisons and demos. Its job is to remove the last doubts standing between a prospect and a purchase decision.

Bounce Rate

Bounce rate is the percentage of sessions where a visitor lands on a page and leaves without visiting any other page on the site. Calculated as single-page sessions divided by total sessions. In Google Analytics 4 (GA4), the definition changed to sessions with no engagement event within ten seconds.

Bounce vs Exit

Bounce rate is the percentage of sessions where someone lands on a page and leaves without visiting a second page. Exit rate is the percentage of visits to a specific page where that page was the last one viewed in the session, regardless of how many pages came before it.

Boxing Day Sales

Boxing Day sales are the post-Christmas clearance events that begin on 26 December. They are the traditional Australian retail peak, with deep in-store heritage, and they coincide with the summer holidays and gift-card spending. Black Friday has eroded their dominance by pulling demand into November, but Boxing Day remains a major moment, especially in physical retail.

Brand

Brand is the perception people have of your business. It's built through every interaction: your name, logo, messaging, customer experience, product quality and reputation. The brand lives in customers' heads, not on your style guide.

Brand Ambassador

A brand ambassador is a person, often a customer, employee or public figure, who represents a brand consistently over an extended period rather than for a single paid post. The relationship is built on genuine alignment with the brand rather than a one-off transaction, which is what separates it from standard influencer marketing.

Brand Architecture

Brand architecture is how a company structures and relates its portfolio of brands, products and sub-brands. It answers whether everything sits under one master brand, whether products stand as separate brands or something in between. The choice shapes how trust, recognition and marketing spend flow across the portfolio, and getting it wrong creates confusion for customers and waste for the business.

Brand Authority

Brand authority is the degree to which a market sees your business as a credible, expert voice in its field. It is earned by consistently demonstrating real expertise and being useful, not claimed. High authority pays off as trust, easier sales, pricing power and, increasingly, being the source that search engines and AI systems cite when they answer questions in your space.

Brand Awareness

Brand awareness is the degree to which your target audience recognises and recalls your brand. It is typically measured in two ways: aided awareness, where someone confirms they know your brand when prompted, and unaided awareness, where someone names your brand without prompting.

Brand Equity

Brand equity is the extra value your business gets from having a recognised, trusted brand name. It's why customers choose you over an identical product from an unknown competitor.

Brand Experience

Brand experience is the sum of all impressions, emotions and perceptions a person forms from every interaction with your brand across every channel and moment.

Brand Guidelines

Brand guidelines are a documented set of rules that define how a brand looks, sounds and presents itself. They typically cover logo usage, colours, typography, tone of voice and messaging. The purpose is to make every customer touchpoint feel like it came from the same organisation.

Brand Identity

Brand identity is the visible, designed expression of a brand: the logo, colours, typography, imagery and voice that make it recognisable. It is how a brand looks, sounds and feels across every touchpoint. Brand identity is often confused with the brand itself, but the identity is the outward system, while the brand is the deeper perception it exists to shape.

Brand Journalism

Brand journalism is content a company produces using journalistic methods, structure and standards, covering topics relevant to its audience rather than promoting its own products. It borrows the format of news reporting (interviews, data, storytelling) to build trust and authority instead of running a direct sales pitch.

Brand Manager

A brand manager is the person responsible for how a company's brand looks, sounds and behaves across every touchpoint. They own positioning, tone of voice and visual consistency, and act as the guardian against decisions that dilute the brand for short term wins.

Brand Mentions as Ranking Signal

Brand mentions as a ranking signal refers to how often your business name, product or people are referenced across the web, even without a hyperlink pointing back to your site. Search engines and AI answer engines treat consistent, positive mentions as evidence of authority and relevance, which influences where you appear in results.

Brand Positioning

Brand positioning is the deliberate decision about where your brand sits relative to competitors in the minds of your target customers — specifically, what you stand for, who you're for, and why you're the better choice.

Brand Recall

Brand recall is the ability of a target customer to retrieve your brand from memory when prompted by a product category or need, without being shown your name or logo.

Brand Safety

Brand safety refers to the practice of ensuring your ads do not appear next to content that could damage your brand's reputation. It covers everything from explicit content and misinformation to politically charged material. Managed through ad platform controls, exclusion lists and third-party verification tools.

Brand Suitability

Brand suitability is the practice of matching your ads to content and placements that fit your brand's specific tolerance, rather than just avoiding universally unsafe content. It goes further than brand safety by asking what content is right for you, not just what content is dangerous for anyone.

Brand Voice

Brand voice is the consistent personality a business expresses through its writing and communication. It covers word choice, sentence structure, rhythm and attitude. Voice stays constant across every channel. Tone shifts within that voice to suit the context, the audience and the moment.

Brand-led vs Performance Creative

Brand-led creative is advertising built to shape how people feel about a business over time, judged on memorability and recall. Performance creative is advertising built to trigger an immediate action, judged on click-through rate and conversion rate. Both are creative work, but they're built for different jobs and shouldn't be measured with the same yardstick.

Branded Search

Branded search is when someone types your business name, or a close variant of it, into a search engine. It includes searches like the company name alone, the name plus a product, or the name plus a service. It's a proxy for how much demand your brand is generating outside of search itself.

Braze

Braze is a customer engagement platform that sends push notifications, in-app messages, email and SMS from one system, using real-time customer data to decide who gets what. It's built for brands with an app at the centre of the relationship, not just a website and an email list.

Breadcrumb

A breadcrumb is a small trail of links, usually near the top of a page, showing the path from the homepage down to the page you're on. For example: Home > Shoes > Running Shoes > Men's Trail Runners. It helps users and search engines understand where a page fits in the site.

Browse Abandonment

Browse abandonment is when someone visits your website, looks at products or pages, and leaves without adding anything to their cart or making a purchase. Browse abandonment email flows target these visitors, usually triggered when a known contact views specific products but takes no further action.

Budget Pacing

Budget pacing is the practice of tracking how quickly ad spend is being used against a campaign's total budget and timeframe. It answers a simple question: at the current rate, will the budget run out too early, sit unspent at the end, or land where planned?

Burn Multiple

Burn multiple measures how much cash a company burns to generate each dollar of new annual recurring revenue (ARR). It's calculated as net burn divided by net new ARR over the same period. Investors use it as a capital efficiency check on growth spending. Lower numbers signal more efficient growth.

Buyer Persona

A buyer persona is a detailed profile of a fictional but research-based character who represents a segment of your real customers. It captures their goals, frustrations, decision-making habits and the context in which they buy. The best ones are built from interviews and data, not from guesswork.

Buying Committee

A buying committee is the group of people inside a business who together decide whether to purchase a product or service. In business-to-business (B2B) sales, this typically includes budget holders, end users, technical evaluators and executive sponsors, each weighing the decision against different priorities.

Byline

A byline is the line naming who wrote a piece of content, usually placed under or near the headline. Bylines can credit an individual, a role or a brand. They signal authorship for readers and are one input search engines use when judging content quality and expertise.

CAC

CAC stands for customer acquisition cost. It's the total amount you spend to acquire one new customer, including ad spend, sales salaries, tools, content production and any other dollar that touched the acquisition. Calculated as all acquisition costs divided by new customers in the period.

CAC Payback Months

CAC Payback Months measures how many months it takes for a customer's gross profit to cover the Customer Acquisition Cost (CAC) spent to win them. It is calculated as CAC divided by monthly gross profit per customer. Shorter payback means cash comes back faster and can be reinvested sooner.

Call to Action

A call to action (CTA) is any prompt that tells a visitor what to do next. A button that says 'Get a quote', a banner inviting someone to subscribe, or a link asking readers to book a demo are all CTAs. The job of a CTA is to convert attention into a specific action.

Campaign

A marketing campaign is a coordinated set of activities aimed at a single objective over a defined period. It has a goal, a target audience, a message, a set of channels and a start and end. The point of the campaign as a unit is focus: instead of scattered activity, everything is pulled toward one outcome and measured against it.

Campaign Budget Optimisation (CBO) vs Ad Set Budget (ABO)

Campaign Budget Optimisation (CBO) is a Meta Ads setting where you set one budget for a whole campaign and the platform automatically shifts spend between ad sets toward whichever performs best. Ad Set Budget (ABO) is the opposite. You set a fixed budget on each ad set yourself and Meta cannot move money between them.

Campaign Objective

A campaign objective is the specific, measurable outcome a marketing campaign is designed to achieve — awareness, consideration, conversion, retention or another defined goal that determines every downstream creative and channel decision.

Canonical Tag

A canonical tag is an HTML element that tells search engines which version of a URL is the authoritative (or 'canonical') one. It prevents duplicate content issues by consolidating ranking signals from multiple similar URLs into one preferred page.

Canonicalisation

Canonicalisation is how you tell search engines which version of a page is the master copy when several URLs show the same or near-identical content. It's done with a canonical tag in the page's head that points to the preferred URL, so ranking signals consolidate on one page instead of splitting across duplicates.

Capability vs Capacity

Capability is whether a marketing team has the skill to do something well. Capacity is whether they have the time and headcount to actually do it. The two get confused constantly, but they need completely different fixes. One calls for training or hiring specialists. The other calls for more hours.

Captions and Accessibility

Captions and accessibility refers to adding text overlays, alt text and other accommodations to marketing content so it can be understood by people who are deaf, hard of hearing, using a screen reader or simply watching without sound. It covers closed captions, subtitles, alt text and accessible design choices across video, social media and web content.

Cardinality / (other) Row

Cardinality refers to the number of unique values a dimension can hold in an analytics report. When that count exceeds the platform's row limit, Google Analytics 4 (GA4) groups the overflow into a single row labelled (other), hiding the detail behind a catch-all bucket.

Carousel

A carousel is a social media post format made up of multiple images or slides that a user swipes through in a single post. Common on Instagram, LinkedIn and Facebook, it lets a brand tell a longer story or break a single idea into digestible steps.

Carousel Ad

A carousel ad is a paid social ad format made up of two or more swipeable cards, each with its own image or video, headline and link. Viewers scroll through the cards within a single ad unit. Common on Meta, LinkedIn and Pinterest for showing multiple products or telling a sequential story.

Cart Abandonment

Cart abandonment occurs when a shopper adds products to an online shopping cart but leaves without completing the purchase. The cart abandonment rate measures the percentage of initiated checkouts that do not result in a sale, and recovery strategies attempt to bring those shoppers back.

Case Study

A case study is a documented account of how you solved a specific problem for a real client, showing the challenge, your approach and the measurable results you delivered.

Category Design

Category design is the strategy of creating and leading a new market category rather than competing inside an existing one. Instead of positioning as a better option among rivals, you define a new problem or way of thinking and become the obvious answer to it. Done well it lets a business set the terms of the market it leads. Done carelessly it is an expensive way to talk to no one.

CCPA

The CCPA, or California Consumer Privacy Act, is a privacy law giving California residents rights over their personal data, including the right to know what is collected, to have it deleted and to opt out of its sale. Its later amendment, the CPRA, strengthened those rights. It matters beyond California because it can apply to any business that handles the data of California residents, which can include Australian companies selling into the United States.

Centre of Excellence

A Centre of Excellence (CoE) is a central team set up inside a business to hold expertise in one discipline, such as marketing analytics or brand, and share standards, tools and best practice with the rest of the organisation. It exists to stop the same problem being solved five different ways in five different teams.

Chatbot

A chatbot is software that simulates conversation with a user, typically through a website, app or messaging platform. Rule-based chatbots follow scripted decision trees. AI-powered chatbots use large language models to generate responses from context, making them far more flexible but also less predictable.

ChatGPT

ChatGPT is an AI chat assistant made by OpenAI, built on a large language model. You type a question or instruction in plain English and it responds with written text: an answer, a draft, a summary or an idea. For marketers it matters on two fronts. It is a fast production tool for drafts and analysis, and it is increasingly a place people go to ask the questions they used to type into Google.

ChatGPT Search

ChatGPT Search is the web-search capability built into ChatGPT, allowing users to ask questions and receive answers synthesised from live web sources. Instead of returning a list of links, it generates a response and cites the sources it drew from. For businesses, appearing as a cited source is the new version of ranking on page one.

Checkout Abandonment

Checkout abandonment is when a shopper starts the checkout process, entering shipping or payment details, but leaves before completing the purchase. It's measured as the percentage of started checkouts that never convert into an order, and it happens later in the funnel than cart abandonment.

Chrome UX Report

Chrome UX Report (CrUX) is Google's public dataset of real-world page performance, collected anonymously from actual Chrome users who opt in. It's the source Google uses for Core Web Vitals ranking signals, as opposed to lab tests run on a single machine under test conditions.

Churn Probability

Churn probability is a score assigned to each customer expressing how likely they are to stop purchasing or cancel within a defined future window. It is produced by a predictive model trained on past behaviour signals such as purchase frequency, recency, engagement and support contact history.

Churn Rate

Churn rate is the percentage of customers who stop doing business with you over a given period. Calculated as the number of customers lost divided by the number you started with, expressed as a percentage. High churn erodes lifetime value (LTV) and makes growth expensive.

Citation

A citation is any online mention of your business's name, address and phone number (NAP), whether or not it links back to your site. Citations appear on directories, maps and industry listings. Search engines use them to confirm a business is real and where it operates.

Click Frenzy

Click Frenzy is an Australian online sales event that runs several times a year, concentrating discounts from many retailers into a short, time-limited window. It was an early local answer to overseas events like Black Friday and Cyber Monday, and it creates a sharp, predictable traffic surge that participating brands plan stock and site capacity around.

Click ID

Click ID is a unique string of characters that ad platforms attach to the end of a link when someone clicks an ad. Google's version is GCLID, Meta's is FBCLID, Microsoft's is MSCLKID. Your site's analytics tool reads that string to match the visit back to the exact ad that caused it.

Click Rate

Click rate is the percentage of delivered emails that received at least one click on any link. Calculated as total clicks divided by total emails delivered, expressed as a percentage. It is not the same as click-to-open rate, which divides clicks by opens instead of by total sends.

Click-Through Rate

Click-through rate (CTR) is the percentage of people who see something and click on it. Calculated as clicks divided by impressions, multiplied by 100. It applies to paid ads, organic search results, emails, display banners and any other content where impressions and clicks can both be counted.

Click-to-Open Rate

Click-to-open rate (CTOR) measures the percentage of people who clicked a link in your email out of those who opened it. Calculated as unique clicks divided by unique opens, multiplied by 100. CTOR isolates how well your email content performs once the subject line has done its job.

CMO

A CMO, or chief marketing officer, is the senior executive responsible for a company's marketing. They own the strategy, the brand, the growth targets and the marketing budget, and they sit at the leadership table answering for how marketing contributes to the business. In smaller companies the role is often filled part-time by a fractional CMO who brings the same seniority without the full-time cost.

CMS

A Content Management System (CMS) is software that lets you publish and edit website content without writing code. It handles pages, blog posts, images and site structure through an editing interface, then renders that content as a live website visitors can view.

Cohort Analysis

Cohort analysis groups users by a shared characteristic (usually acquisition date) and tracks their behaviour over time, revealing how retention, engagement or revenue evolves across different user groups.

Cohort LTV

Cohort LTV tracks the average lifetime value (LTV) of a group of customers who all joined in the same period, usually the same month. Instead of one blended average across your whole customer base, it shows how value builds or fades for a specific intake group over time.

Cohort Retention Curve

A cohort retention curve is a chart that tracks what percentage of customers who signed up in the same period are still active over time. Instead of averaging all customers together, it groups them by their start date so you can see how a single group actually behaves as it ages.

Cohort Table Reading

Cohort table reading is the skill of interpreting a cohort table, a grid that tracks a group of customers acquired in the same period against how many are still active over time. It reveals retention rate patterns that a single average churn rate figure hides completely.

Comment Rate

Comment rate is the percentage of people who leave a comment after seeing a social media post, calculated as comments divided by reach or followers. It measures how much a post prompts active conversation rather than a passive like, making it one of the clearest signals of genuine audience interest.

Community Management

Community management is the practice of building, growing and nurturing relationships with your audience across social media, forums, groups and owned communities — turning followers into engaged members and members into advocates.

Comparative Advertising rules

Comparative advertising is marketing that names or references a competitor to claim your product is better, cheaper or faster. In Australia it is legal, unlike some markets, provided every comparison is accurate, substantiated and not misleading. The risk is not the comparison itself, it is making a claim you cannot back or comparing things that are not alike.

Comparison Content

Comparison content is a page or article that directly compares two or more products, tools, services or approaches against each other on specific criteria. It answers queries like X versus Y, sitting between informational research and a purchase decision.

Competitive Advantage

A competitive advantage is a set of factors that allows a business to produce greater value for customers or operate at lower cost than competitors, in a way that is difficult to replicate.

Complaint Rate

Complaint rate is the percentage of delivered emails that recipients mark as spam or junk. It's calculated as spam complaints divided by emails delivered, multiplied by 100. Inbox providers like Gmail and Outlook use it as a core signal to decide whether your future emails reach the inbox at all.

Completion Rate

Completion rate is the percentage of people who watched a video all the way to the end, out of everyone who started watching it. It tells you whether your content holds attention across its full length, not just whether it earned an initial click or view.

Component Pricing rule

The component pricing rule in Australian Consumer Law says that if you quote part of a price to consumers, you must also show the total price as a single figure, displayed at least as prominently as the components. It stops businesses advertising a low base price while burying the unavoidable fees that make up the real cost.

Composable CDP

A Composable Customer Data Platform (CDP) is a customer data setup built directly on top of a business's existing data warehouse rather than a separate proprietary database. Instead of copying customer data into new storage, tools sync data out of the warehouse into marketing and sales platforms using reverse ETL. Fewer copies, fewer sync delays.

Composable Commerce

Composable commerce is an approach to building an online store by connecting separate specialised tools, such as a headless CMS, a payment provider and a search engine, through APIs instead of buying one all-in-one platform. Each piece can be swapped out independently as the business grows.

Concept

A concept is the single organising idea behind a campaign or creative piece. It's the answer to 'what are we actually saying' before anyone writes a headline or picks a colour. Every execution, from the ad copy to the imagery, should trace back to it.

Confetti Report

A confetti report is a click-tracking visualisation that plots every click a visitor made on a page as an individual dot, rather than blending them into a heatmap's colour gradient. Each dot can be filtered by device, traffic source or visitor segment, showing exactly where clicks landed instead of a general intensity zone.

Confidence Interval

A confidence interval is a range of values, built from sample data, that's likely to contain the true result if you repeated the test many times. A 95 percent confidence interval means that if you ran the same test 100 times, roughly 95 of the resulting ranges would capture the true value.

Confirmed Opt-In

Confirmed opt-in, also called single opt-in, is when someone joins your email list by submitting a signup form once, with no follow-up step required. The address is added straight to your list without a second click to verify it belongs to a real, willing subscriber.

Confounding Variable

A confounding variable is a factor outside your test that influences both the thing you changed and the result you're measuring, making it look like your change caused an effect it didn't. It's the hidden third variable that quietly explains a correlation.

Connected TV

Connected TV (CTV) refers to advertising served on internet-connected television screens through devices and apps like smart TVs, Chromecast, Apple TV or gaming consoles. CTV lets advertisers buy TV-style video ads programmatically, with the audience targeting and measurement normally associated with digital channels rather than traditional broadcast.

Consent

Consent in marketing is a person's permission to collect their data or contact them. To count, it generally has to be informed, specific and freely given, meaning the person understood what they agreed to and was not forced or tricked into it. Consent underpins lawful tracking, email marketing and most modern privacy compliance, and getting it right is the foundation everything else sits on.

Consent Management

Consent management is the process and technology for collecting, recording and honouring user permission to collect and use their personal data for marketing, analytics and advertising purposes.

Consent Mode

Consent Mode is Google's system for adjusting how its tags fire based on whether a visitor has agreed to be tracked. When someone declines cookies, Consent Mode tells Google Ads, GA4 and other Google tags to hold back or strip the data they would normally collect. It comes in two flavours: Basic, which blocks the tags entirely until consent is given, and Advanced, which still sends anonymous cookieless signals that Google uses to model the conversions it can no longer measure directly.

Consent Mode Basic vs Advanced

Consent Mode is Google's framework for adjusting how tags like Google Analytics and Google Ads behave based on a visitor's cookie consent. Basic mode blocks tags completely until consent is granted. Advanced mode still fires tags without cookies, sending anonymous modelled pings that Google uses to estimate conversions.

Consent Mode v2

Consent Mode v2 is Google's framework for adjusting how tags like Google Analytics and Google Ads behave based on a visitor's cookie consent choice. It adds two consent signals, ad_user_data and ad_personalization, so Google's tools know exactly what data they're allowed to collect and use for each visitor.

Consent Rate

Consent rate is the percentage of website visitors who accept tracking or data collection when shown a consent prompt. It measures how many people actively opt in, and directly affects how much of your audience your analytics, advertising pixels and attribution tools can see.

Consent under the Spam Act

Consent is the foundation of the Spam Act. To send commercial electronic messages in Australia you need either express consent, where the person actively opted in, or inferred consent, where a current business relationship makes contact reasonable. The burden of proof sits with you, and inferred consent weakens over time as the relationship ages.

Container Versioning

Container versioning is the practice of saving a snapshot of a tag management system's configuration each time it's published. Each version records exactly which tags, triggers and variables were live at that point, so a team can compare, audit or roll back to an earlier setup if something breaks.

Content Audit

A content audit is a systematic evaluation of every piece of content on your website or across your content library, assessing performance, quality and strategic fit to determine which content to keep, update, consolidate or remove.

Content Brief

A content brief is a document given to a writer before they start a piece of content. It sets out the search intent, target audience, angle, structure and key points to cover. A good brief exists so the writer isn't guessing what success looks like.

Content Cadence

Content cadence is how often an organisation publishes content, and how consistently it holds that pace over time. It covers both frequency (how many pieces per week or month) and reliability (whether the rhythm actually sticks). Cadence is a planning discipline, not a vanity metric like total output.

Content Calendar

A content calendar is a planning tool that maps out what content will be published, on which channel, and when. It typically captures the topic, format, responsible owner and publication date. It exists to make content production consistent and deliberately connected to broader marketing goals.

Content Decay

Content decay is the gradual decline in a piece of content's organic traffic after it peaks. It usually happens because the information becomes outdated, newer competitors outrank it, search intent shifts, or Google quietly downgrades its ranking signals over time.

Content Distribution

Content distribution is the strategic process of sharing, promoting and amplifying content across channels to reach the target audience — including owned, earned and paid distribution methods.

Content Gap Analysis

Content gap analysis is the process of comparing your existing content against what your audience searches for and what competitors already rank for, to find topics you haven't covered. It surfaces missing pages, thin coverage and keywords worth targeting that would otherwise go unnoticed.

Content Hierarchy

Content hierarchy is the deliberate organisation and visual prioritisation of information on a page, guiding readers through content in the order that maximises understanding and desired action.

Content Hub

A content hub is a group of related pages built around one central topic, usually a broad pillar page linked to a set of narrower supporting articles. The structure signals to search engines that a site has depth on a subject, not just a single lucky ranking page.

Content Inventory

A content inventory is a complete list of every piece of content a business has published, usually a spreadsheet with the URL, title, format, publish date and owner for each asset. It's the raw data step that comes before a content audit, which judges quality and performance.

Content Marketing

Content marketing is the practice of creating and distributing useful, relevant content to attract and retain a defined audience, with the intent of driving profitable customer action. It covers blog posts, videos, guides, podcasts and any format designed to earn attention rather than pay for it.

Content Operations

Content operations is the set of processes, tools and roles that get content from idea to published and beyond. It covers planning, briefing, production, review, publishing and maintenance. Where content strategy decides what to say, content operations decides how the work actually gets done without falling apart.

Content Pillar

A content pillar is a comprehensive page covering a broad topic in full, designed to rank for a competitive head term and act as the hub that smaller, more specific cluster pages link back to. It's the anchor of a topic cluster strategy, not a single blog post.

Content Pruning

Content pruning is the practice of removing, merging or updating underperforming pages on a website to improve overall site quality signals. It's used to clear out thin, duplicate or outdated content that drags down how search engines evaluate the rest of the site.

Content Refresh

A content refresh is the deliberate update of an existing published page to restore or improve its search rankings. It usually involves updating facts, expanding thin sections, improving the structure and matching current search intent, rather than writing a new page from scratch.

Content Repurposing

Content repurposing is the process of taking existing content and adapting it into different formats or for different channels — turning a podcast into articles, a webinar into social clips, or a report into infographics.

Content ROI

Content ROI is a measure of the financial return a piece of content or a content programme generates relative to what it cost to produce and distribute. It is calculated as the value generated minus the cost, divided by the cost. The hard part is agreeing on what counts as value.

Content Scorecard

A content scorecard is a repeatable framework for rating existing content against a fixed set of criteria, such as search engine optimisation (SEO) fit, brand voice, accuracy and conversion intent. Each piece gets a score, which helps teams decide what to refresh, merge or retire.

Content Strategist

A content strategist is the person who decides what content a business needs, who it's for, and how it maps to business goals, before anyone writes a word. They set the plan that briefs, calendars and writers work from. They're not the person producing the content day to day.

Content Strategy

Content strategy is the planning layer above content production. It defines who you are creating content for, what topics you will cover, which formats and channels you will use, and how you will measure whether the content is working.

Content Syndication

Content syndication is republishing a piece of content, often an article or blog post, on a third-party platform to reach a wider audience than the original site can reach alone. The original stays on your site. Copies run on platforms like Medium, LinkedIn or industry publications, usually with a link back to the source.

Content Upgrade

A content upgrade is a bonus resource offered inside a specific blog post or article, in exchange for an email address. Unlike a generic lead magnet offered site-wide, a content upgrade is built to match the exact topic the reader is already reading about.

Content Velocity

Content velocity is the rate at which a business publishes content over a given period, usually measured as pieces per month or per quarter. It's a volume metric, not a quality metric, tracking how fast a content team is producing rather than how well that content performs.

Context Window

A context window is the maximum amount of text an AI language model can read and remember during a single session. It is measured in tokens, which are chunks of roughly three to four characters. Content beyond the limit is simply not seen by the model, which affects the quality and consistency of its output.

Contextual Targeting

Contextual targeting places ads based on the content of the page a person is viewing rather than data about the person. An ad for hiking boots on an article about bushwalking is contextual targeting. Because it needs no personal data or cross-site tracking, it is privacy-safe by design, which is why it is resurging as third-party cookies disappear.

Contraction

Contraction is the loss in recurring revenue when existing customers downgrade, remove seats or reduce their plan without cancelling entirely. It sits opposite expansion revenue in the Monthly Recurring Revenue (MRR) movement calculation, and it's tracked separately from churn because the customer relationship continues, just at a lower value.

Contribution Margin

Contribution margin is what's left from a sale after subtracting the variable costs directly tied to making and delivering that sale, like materials, shipping and payment fees. It shows how much each sale actually contributes toward covering fixed costs and generating profit.

Control vs Treatment

Control and treatment are the two groups compared in an experiment, most commonly A/B testing. The control group experiences the current, unchanged version of something. The treatment group experiences the new version being tested. Comparing outcomes between the two groups shows whether the change caused a real difference.

Conversation Rate

Conversation rate is the percentage of your audience that leaves a comment on a piece of social content, calculated as comments divided by followers or impressions. It isolates the most active form of engagement, comments, from passive engagement like likes.

Conversational Marketing

Conversational marketing is a strategy that uses real-time, one-to-one dialogue to move potential customers through the buying process. Instead of making people fill out forms and wait for follow-up, it meets them in the moment through chat, messaging apps, SMS or AI-powered assistants.

Conversational Search

Conversational search is how people query search engines and AI assistants using natural, full-sentence questions rather than fragmented keywords. Instead of typing 'best CRM small business', a user asks 'what CRM should I use for a ten-person team that already uses Gmail?' The engine or AI model interprets intent and responds in kind.

Conversational SMS

Conversational SMS is text messaging that invites and handles replies, rather than sending a one-way broadcast. A customer can text back a question, pick an option, or say no thanks, and the business (or a bot) responds in the same thread, much like a normal text conversation.

Conversion

A conversion is when a visitor completes a specific desired action — a purchase, form submission, call booking, download or any other goal that represents progress through your marketing funnel.

Conversion API

A Conversion API (CAPI) sends conversion events directly from your server to an ad platform (Meta, TikTok, Google) bypassing browser-based tracking limitations caused by ad blockers, iOS privacy restrictions and cookie policies.

Conversion by Stage

Conversion by stage measures how many leads or deals move from one specific stage of a pipeline to the next, rather than looking at the funnel as one blended number. It's calculated separately for each stage transition, such as lead to Marketing Qualified Lead (MQL) or MQL to Sales Qualified Lead (SQL).

Conversion Event

A conversion event is a specific action you define as meaningful and instruct your tracking tools to record. Examples include a purchase, a form submission, a phone call, a button click or a page visit. The event is the thing you count when you calculate conversion rate or report on campaign performance.

Conversion Lag

Conversion lag is the time between someone clicking an ad and actually converting. A cheap impulse buy might convert in minutes. A considered purchase like a mortgage or an enterprise software contract can take weeks. It matters because reporting too early makes good campaigns look like they're failing.

Conversion Lift Study

A conversion lift study is a controlled test that measures how many extra conversions an ad campaign actually caused, compared to what would have happened without it. It works by holding back a group of people from seeing the ad and comparing their conversion rate against the group that did see it.

Conversion Modelling

Conversion modelling is a statistical technique platforms use to estimate conversions they can't directly observe, usually because a user declined cookie consent or a browser blocked tracking. Instead of a real, recorded event, the platform predicts the conversion based on patterns from similar, fully-tracked users.

Conversion Path

A conversion path is the sequence of touchpoints a customer moves through before completing a defined conversion, such as a purchase or a form submission. It typically includes every channel, ad, search, email or page visit that analytics can capture between first contact and conversion.

Conversion Rate

Conversion rate is the share of visitors who complete a defined action like a purchase, signup, or form submission. Calculated as conversions divided by total sessions (or visitors), expressed as a percentage.

Conversion Rate by Channel/Device/Source

Conversion rate by channel, device or source is the same conversion rate calculation, calculated separately for each traffic segment. Instead of one blended number, you get a conversion rate for organic search, one for paid social, one for mobile, one for desktop, and so on.

Conversion Rate Optimisation

The practice of increasing the percentage of website visitors who take a desired action — purchase, enquiry, sign-up. CRO uses data, user research and testing to systematically remove friction and improve outcomes without needing more traffic.

Conversion Tracking

Conversion tracking records when a user completes a desired action — a purchase, form submission, phone call or sign-up — and ties that action back to the marketing channel or campaign that drove it.

Conversion Value Rules

Conversion value rules let advertisers adjust the value of a recorded conversion based on who the customer is, where they're located or what device they used. Instead of every conversion counting the same in Google Ads or Meta, the platform applies a multiplier so bidding reflects which conversions are actually worth more.

Conversion Window

A conversion window is the length of time after someone clicks or views an ad during which a sale or lead can still be credited back to that ad. Set it too short and you undercount real influence. Set it too long and you credit ads for sales they had nothing to do with.

Conversions API

Conversions API (CAPI) is a way for businesses to send conversion events, like purchases or signups, directly from their own server to an ad platform such as Meta or Google. It works alongside the browser pixel to recover data lost to ad blockers, cookie restrictions and browser privacy settings.

Cookie

A small text file a website stores in a visitor's browser to remember them across sessions or pages. Cookies power login persistence, cart memory, personalisation and the majority of digital ad targeting.

Cookie Deprecation

Cookie deprecation is the phasing out of third-party cookies, small files that let advertisers track a person across different websites. Browsers including Safari and Firefox already block them by default. Chrome is moving the same direction. The change breaks retargeting and cross-site attribution that relied on that tracking.

Cookieless

Cookieless describes marketing measurement and targeting that no longer relies on third-party cookies. As browsers block those cookies and privacy law tightens, the tracking that once followed people across the web is failing, and the industry is moving to methods that do not depend on it. In practice cookieless means leaning on first-party data, server-side tracking and consented, modelled measurement.

Cookieless Tracking

Cookieless tracking is the set of methods marketers use to measure behaviour and attribute conversions without relying on third-party cookies. It leans on first-party data, server-side tracking and consented identifiers like email or login IDs instead of the cross-site cookies that browsers increasingly block or delete.

Copywriting

Copywriting is the craft of writing words that move people to act or to think differently about a business. It covers everything from a button label to a homepage headline to a long-form sales letter. Good copy serves a specific purpose for a specific reader at a specific moment.

Core Web Vitals

Core Web Vitals are three things Google measures to decide if a web page feels good to use: how fast it loads, how quickly it reacts when you tap something, and whether stuff jumps around as it loads. Pages that pass all three get a green light. Pages that fail any one get penalised.

Core Web Vitals Field vs Lab Data

Field data and lab data are two different ways of measuring Core Web Vitals. Field data comes from real visitors using your site in real conditions, collected by Google's Chrome User Experience Report (CrUX). Lab data comes from a simulated test run once, on one device, in a controlled environment, usually via Lighthouse.

Correlation vs Causation

Correlation is when two things move together in a pattern. Causation is when one thing actually makes the other happen. Marketing data is full of strong correlations that get reported as causation without any test to prove it, which leads to decisions based on coincidence rather than evidence.

Cost Per Acquisition

Cost Per Acquisition (CPA) is the average amount you spend on advertising to generate one defined acquisition: a sale, a lead, a signup, or any other conversion you choose to count. Calculated as total ad spend divided by the number of acquisitions in the same period.

Cost Per Click

Cost per click, commonly abbreviated to CPC, is the amount you pay each time someone clicks your ad. Calculated as total ad spend divided by total clicks over the same period. CPC is the standard unit for comparing ad efficiency across campaigns, platforms and keywords.

Cost Per Lead

Cost per lead (CPL) is the average amount spent on advertising to generate one lead. Calculated as total ad spend divided by the number of leads produced in the same period. A lead is any contact who has expressed interest, typically by filling out a form, calling, or starting a chat.

Cost Per Mille Variations

Cost Per Mille (CPM) is the price of one thousand ad impressions. Its variations, standard CPM, viewable CPM (vCPM) and target CPM (tCPM), change what counts as a billable impression. Standard CPM charges for any served impression. vCPM only charges for ones a person could actually see.

Counter Metric

A counter metric, also called a guardrail metric, is a second number you track alongside your main goal to catch damage the main goal doesn't show. It exists to stop you optimising one metric so hard that you quietly wreck another.

Country of Origin Labelling

Country of Origin Labelling is the system requiring most food sold in Australia to show where it was grown, produced or made, often with a bar chart of how much of the content is Australian. Origin claims like Made in Australia carry a legal test under consumer law. For marketers, local sourcing is a genuine purchase driver, but the claim has to be earned.

CPA

CPA stands for cost per acquisition. It's the average amount you spend on advertising to generate one defined acquisition: a sale, a lead, a signup. Calculated as total ad spend divided by total acquisitions over the same period.

CPC

CPC stands for cost per click. It is the average amount you pay each time someone clicks on a paid ad. Calculated as total ad spend divided by total clicks in the same period. CPC is an efficiency metric for media buying, not a measure of business outcome.

CPM

CPM stands for cost per mille, where mille is Latin for thousand. It is the price you pay for every one thousand times your ad is shown. CPM is the standard pricing model for awareness-focused advertising on platforms like Meta, YouTube and programmatic display networks.

Crawl Budget

Crawl budget is the number of pages Googlebot will crawl on your site within a given timeframe. Google allocates each site a crawl budget based on how fast your server responds and how valuable it judges your content to be. If your budget is spent on low-value pages, your important pages may not get crawled or indexed.

Crawl Depth

Crawl depth is how many clicks it takes to reach a page starting from your homepage. A page one click away has a crawl depth of one. A page buried five clicks deep has a crawl depth of five. Search engines and users both struggle to find pages that sit too deep.

Crawlability

Crawlability refers to how easily search engine bots (Google's Googlebot, Bing's Bingbot) can access and navigate the pages on your website. If a page cannot be crawled, it cannot be indexed. If it cannot be indexed, it cannot rank. Crawlability problems are often invisible to site owners because the page looks fine in a browser but is effectively invisible to search engines.

Creative

The visual and written content of an advertisement — images, video, headlines and copy — that a user actually sees. The single biggest variable in paid media performance that most businesses under-invest in.

Creative Agency

A creative agency is a business that designs and produces the marketing assets a brand uses: campaigns, brand identity, video, content and copy. Creative agencies focus on the idea and the execution rather than buying ad space or managing paid media budgets.

Creative Brief

A creative brief is the document that tells a designer, writer or agency what problem the work needs to solve before they start making it. It covers the audience, the objective, the key message and the constraints. A good brief narrows the work down. A bad brief just describes what you already imagined.

Creative Fatigue

Creative fatigue is the decline in an ad's performance that happens when the same audience sees it too many times. Click-through rate (CTR) drops, cost per click rises, and conversion rate weakens even though targeting and offer haven't changed. It's a sign the creative has worn out its welcome, not that the channel has stopped working.

Creative Refresh Rate

Creative refresh rate is how often you replace the ad creative running in a campaign before performance declines from overexposure. There's no fixed schedule. It's set by how quickly an audience sees the same creative enough times to stop responding to it, a pattern called ad fatigue.

Creative Strategy

Creative strategy is the thinking that decides what a piece of marketing communication should say and why, before anyone writes copy or designs a layout. It translates brand positioning and a campaign goal into a single governing idea that every execution has to serve.

Creative Testing

Creative testing is the process of running controlled experiments on your ad visuals, copy, formats and calls to action to find out which combinations generate better results. It produces evidence, not hunches, about what your audience responds to.

Creative Testing Framework

A creative testing framework is a structured, repeatable process for testing ad creative such as images, videos, copy and hooks to find out what performs best before scaling spend. It replaces guesswork with a system: hypothesis, variant, measurement, decision.

Creative-as-Targeting

Creative-as-targeting is the idea that the content of an ad, not the audience settings around it, is now the main lever for reaching the right person. As platforms lean on broad delivery and machine learning, the creative itself signals who should see it, because the message, visuals and hook do the filtering that manual targeting used to do.

Creator Economy

The ecosystem of individuals who build audiences around content and monetise through brand partnerships, platforms, subscriptions and products. For marketers, it's the influencer marketing landscape plus the tools and platforms that power it.

Creator Licensing

Creator licensing is the practice of paying a content creator for the right to reuse their content beyond its original organic post, such as in paid ads, on your website, or in email. It's separate from the fee you pay a creator to make the content in the first place.

Creator Partnership

A creator partnership is an ongoing working relationship between a brand and a content creator, built around repeated collaborations rather than a single sponsored post. It usually involves shared creative input, a longer contract term and content that reads as the creator's own voice rather than an ad read.

CRM

CRM stands for customer relationship management. It refers both to the practice of managing customer relationships across their lifecycle and to the software used to do it. A CRM system stores contact records, tracks interactions, manages pipelines and surfaces history so sales, marketing and support teams share a single view of the customer.

CRO Specialist

A CRO specialist is a marketing professional who focuses on Conversion Rate Optimisation (CRO), the practice of increasing the percentage of website visitors who complete a desired action. They run A/B testing, analyse user behaviour, and rework landing pages, checkout flows and forms to lift conversion rate without needing more traffic.

Cross-Device Attribution

Cross-device attribution is the process of connecting a single customer's behaviour across multiple devices, such as a phone, laptop and tablet, so their full journey from first touch to conversion is visible as one path rather than several unrelated ones.

Cross-Domain Tracking

Cross-domain tracking is the configuration that tells your analytics platform to treat a visitor as the same person when they move between two separate domains, for example from your main site to a hosted checkout or booking tool. Without it, the handoff looks like a new session from a referral source, and your attribution and conversion data breaks.

Cross-Functional Team

A cross-functional team is a group drawn from different departments, for example marketing, product, sales and data, brought together to work on a shared goal. The point is to tackle problems that no single function owns and that fall apart when handed between silos. The strength is breadth of perspective. The risk is that shared ownership becomes no ownership unless someone is clearly accountable.

Cross-posting vs Native

Cross-posting means publishing the same piece of content, often unchanged, across multiple social platforms at once. Native content is built specifically for one platform, matching its format, aspect ratio and behaviour. The difference shows up in reach, because most platforms suppress content that looks recycled from somewhere else.

Cross-Sell

Recommending complementary products or services to existing customers. Cross-selling increases average order value and customer lifetime value by capturing additional revenue from people who already trust and buy from you.

CTA Hierarchy

CTA hierarchy is the deliberate ranking of every call-to-action (CTA) on a page so visitors know which action matters most. It's usually expressed through visual weight, colour, size and position rather than through the words on the button itself.

CTR

CTR stands for click-through rate. It measures the share of people who saw something and clicked it. Calculated as clicks divided by impressions, expressed as a percentage. CTR applies to ads, organic search results, emails, and any other link that can be shown and clicked.

Cumulative Layout Shift

Cumulative Layout Shift (CLS) is a Google Core Web Vital that measures how much a page's visible content unexpectedly shifts during loading — when elements move around and disrupt the reading or interaction experience.

Custom Audience

Ad targeting audiences built from your own first-party data — email lists, website visitors, app users or CRM records. Custom audiences let you show ads to people you already have a relationship with, or find new people who look like them.

Custom Dimension

A custom dimension is a label you define and attach to analytics data to add context that Google Analytics 4 (GA4) does not collect by default. Examples include a user's membership tier, the content category of a page, or whether a visitor is a logged-in customer. Custom dimensions let you segment and filter reports in ways the platform cannot do on its own.

Custom Event

A tracking event you define and implement yourself, beyond GA4's automatically collected events. Custom events let you track actions specific to your business — video watch milestones, pricing page visits, quote tool completions — that generic analytics cannot capture.

Custom Metric

A custom metric is a measurement you define yourself inside an analytics platform, beyond the standard ones the platform provides by default. In Google Analytics 4 (GA4), custom metrics let you track business-specific signals like quiz completions, document downloads, or video watch depth that GA4 does not measure out of the box.

Customer Acquisition Cost

Customer Acquisition Cost (CAC) is the total amount a business spends to acquire one new customer, covering every dollar that touched the acquisition: ad spend, sales salaries, tools, content production and agency fees. Calculated as all acquisition costs divided by new customers gained in the same period.

Customer Data Platform

A Customer Data Platform (CDP) is software that collects customer data from all sources, unifies it into individual profiles and makes those profiles available to other marketing and analytics systems in real time.

Customer Data Platform (CDP)

A Customer Data Platform (CDP) is software that collects customer data from multiple sources, such as your website, app, email platform and point of sale, and stitches it into a single profile per customer. That unified profile can then be sent to ad platforms, email tools and other systems to power targeting and personalisation.

Customer Effort Score

Customer Effort Score (CES) measures how much effort a customer felt they had to put in to get an issue resolved or a task completed. Customers answer a single question, usually rated one to seven, and the average across responses becomes the CES. Lower effort tracks strongly with retention.

Customer Journey

The customer journey is the sequence of steps a person takes from first becoming aware of your business to making a purchase and beyond. It covers every touchpoint across every channel, and maps the decisions, emotions and friction points a customer encounters along the way.

Customer Lifespan

Customer lifespan is the average length of time a customer keeps buying from or subscribing to a business before they leave. It's usually calculated as 1 divided by the churn rate, and it's the input most businesses get wrong when they calculate lifetime value.

Customer Lifetime Value

Customer lifetime value, or CLV, is the total revenue you expect from one customer over the full length of their relationship with you. Calculated as average order value multiplied by purchase frequency multiplied by average customer lifespan. It tells you how much a customer is worth before you decide how much to spend acquiring them.

Customer Loyalty

The tendency of customers to repeatedly choose your brand over alternatives. Loyalty is a behavioural outcome driven by product quality, service experience, emotional connection and switching costs. It is measured through repeat purchase rate, NPS, churn and customer lifetime value.

Customer Satisfaction

A measure of how well your product, service or experience met customer expectations. Typically captured via a simple rating question immediately after a key interaction. Expressed as a percentage of satisfied responses.

Customer Story

A customer story is a piece of content that documents how a real customer used your product or service to solve a problem, told with enough narrative detail that a prospect can see themselves in it. It's proof by example rather than proof by claim.

Customer Success

Customer Success is the proactive function that helps customers achieve the outcome they bought your product for, rather than just fixing problems when they arise. It's a retention discipline built around onboarding, adoption and renewal, not a reactive help desk.

Cyber Monday in Australia

Cyber Monday is the online sales day on the Monday after Black Friday. In Australia it functions as the closing act of the Black Friday weekend, skewing more heavily online and often toward technology and digital products. For planning purposes it is best treated as the tail of one four-day sales event rather than a separate occasion.

Dark Mode Email

Dark mode email refers to how an email renders when a subscriber's device or email client switches to a dark colour scheme. Some clients invert your colours automatically, others respect the colours you coded. The gap between those two behaviours is where most dark mode rendering problems come from.

Dark Pattern

A dark pattern is a user interface design that tricks or pressures people into doing something they did not intend to do, like signing up for a subscription, sharing more data than they meant to, or making a purchase they wanted to cancel. The term was coined by UX designer Harry Brignull in 2010.

Dark Social

Dark social refers to content sharing that happens through private channels — WhatsApp messages, Slack channels, direct emails, SMS — where no referrer data is passed to analytics. It shows up as direct traffic, which makes it appear that people typed your URL directly when they actually arrived via a shared link.

Dashboard

A visual interface consolidating key marketing metrics into a single view, updated on a regular cadence. Dashboards replace ad hoc reporting with consistent, comparable data that supports faster and more confident decisions.

Data Analyst vs Data Scientist

A data analyst examines existing marketing and business data to explain what happened and why. A data scientist builds statistical models to predict what's likely to happen next. Analysts answer questions with the data you already have. Scientists build systems that generate new predictive answers.

Data Clean Room

A privacy-preserving environment where two parties — typically a brand and a media platform — can analyse combined datasets without either party seeing the other's raw data. Only aggregate outputs are released.

Data Dictionary

A data dictionary is a reference document that defines every event, property and parameter a business tracks across its marketing and analytics stack. It states what each field means, what values it can hold and where it comes from, so different tools and teams use consistent definitions.

Data Enrichment

Data enrichment is the process of adding extra detail to existing customer records, such as job title, company size or location, using external data sources. It turns a bare email address in your CRM into a fuller profile useful for segmentation, scoring and personalisation.

Data Governance

The framework of policies, standards and responsibilities that govern how an organisation collects, stores, uses and protects data. For marketers, data governance defines what customer data you can collect, how long you keep it and what you can do with it.

Data Lake

A data lake is a storage system that holds raw data in its original format, structured or not, until someone needs to use it. Unlike a data warehouse, it doesn't force data into tables and columns upfront. It's built for volume and flexibility rather than instant readability.

Data Lakehouse

A data lakehouse is a data storage architecture that combines the flexibility of a data lake with the structure and query performance of a data warehouse. It lets teams store raw, unstructured data and cleaned, structured tables in one system rather than maintaining two separate platforms.

Data Layer

A JavaScript object on your website that acts as a structured communication layer between your website's code and Google Tag Manager. The data layer passes dynamic information — product prices, user IDs, transaction values — to tags without hardcoding it into them.

Data Mart

A data mart is a smaller, focused subset of a data warehouse built for one team or one purpose, such as marketing or finance. Instead of querying the entire organisation's data, a marketing data mart holds only campaign, attribution and customer relationship management (CRM) data relevant to marketing questions.

Data Minimisation

Data minimisation is the practice of collecting only the personal data you genuinely need for a specific purpose, and no more. Instead of gathering every field a form could hold, you gather what the task actually requires. It's a core principle behind most modern privacy law.

Data Modelling

Data modelling is the process of deciding how your marketing data is structured, named and related before it's stored. It defines what a session is, what counts as a conversion, and how a user in your CRM connects to a session in your analytics tool.

Data Observability

Data observability is the practice of monitoring your marketing and analytics data pipelines to know, in near real time, when something breaks. It covers whether events are firing, whether numbers look normal, and whether a tag, a data layer or a tracking script has quietly stopped working.

Data Pipeline

A data pipeline is the automated system that moves data from one place to another, cleaning and reshaping it along the way. In marketing, it usually moves data from ad platforms, your website and your Customer Relationship Management (CRM) tool into a warehouse or dashboard where someone can actually use it.

Data Quality

Data quality is how accurate, complete, consistent and up to date your marketing data actually is. It covers everything from correctly formatted email addresses to duplicate customer records to conversion events firing the right number of times. Poor data quality quietly corrupts every report built on top of it.

Data Retention Settings

Data retention settings control how long a platform stores individual user and event-level data before deleting it automatically. In Google Analytics 4 (GA4), the default is two months. If you do not change it, any custom Exploration report looking back further than two months will return empty or incomplete results.

Data Storytelling

Data storytelling is the practice of presenting analytics in a way that leads someone to a decision, rather than just showing them numbers. It combines a chart, a clear insight and a recommendation, so the audience understands what happened, why it matters and what to do next.

Data Stream

A data stream is a source of behavioural data flowing into a Google Analytics 4 (GA4) property. Each property can have multiple streams, one per platform: web, iOS app, Android app. The stream is where GA4 picks up page views, events and user signals from each surface.

Data Subject Request

A Data Subject Request (DSR) is a formal request from a person asking an organisation to show them what personal data it holds, correct it, delete it or stop using it. It's the practical, individual-level mechanism behind privacy law rather than an abstract compliance concept.

Data Thresholding

Data thresholding is a privacy mechanism in Google Analytics 4 (GA4) that removes rows from reports when the underlying user counts are too small to be anonymised reliably. When thresholding is active, GA4 hides data rather than risk exposing individual users. It most commonly appears when Google Signals is enabled.

Data Visualisation

The practice of representing data graphically — charts, graphs, maps, heatmaps — to make patterns, trends and outliers visible that would be invisible or slow to interpret in tabular form. Good data visualisation accelerates decisions.

Data Warehouse

A centralised repository that stores large volumes of structured data from multiple sources — GA4, CRM, ad platforms, e-commerce — in a format optimised for analysis and reporting rather than real-time transactions.

Data-Driven Attribution

Data-driven attribution is an attribution model that uses machine learning to assign conversion credit across all touchpoints in a customer's journey. Instead of applying a fixed rule like last-click or linear, it analyses patterns across thousands of actual conversion paths to estimate each touchpoint's real contribution.

DAU vs MAU

DAU (daily active users) and MAU (monthly active users) measure how many unique users engage with a product on a given day or month. The ratio of DAU divided by MAU, often called the stickiness ratio, tells you what share of your monthly user base comes back on any given day.

Dayparting

Dayparting is the practice of scheduling ads to run only during certain hours or days, rather than around the clock. Marketers use it to concentrate spend when customers are most likely to convert and pause it when performance historically drops, such as overnight.

Dead Click

A dead click is a click or tap on a webpage element that produces no visible response. The user clicks something that looks interactive, like a button or a link, and nothing happens. It's a signal of broken functionality or a design element that misleads users into thinking it's clickable.

Deal Stage

A deal stage is a label in your customer relationship management (CRM) system that shows where a prospective sale sits in the pipeline, from first contact through to closed won or closed lost. Deal stages let sales and marketing teams track progress and forecast revenue.

Dedicated vs Shared IP

A dedicated IP is an internet protocol (IP) address used only by your email sends, so your reputation with inbox providers depends solely on your own behaviour. A shared IP is used by many senders through the same email service provider, so your deliverability depends partly on what everyone else sending from that pool is doing.

Deduplication

Deduplication is the process of finding and merging duplicate records in a database, most commonly customer or lead records in a customer relationship management (CRM) system or email platform. Without it, one person can exist as two or three separate contacts, splitting their history and skewing reports.

Deferred Revenue

Deferred revenue is money a business has collected from a customer for a product or service it hasn't delivered yet. It sits on the balance sheet as a liability until the business earns it by delivering the goods or service, at which point it becomes recognised revenue.

Deliverability

Deliverability is the ability of your emails to reach the intended inbox rather than the spam or junk folder. It depends on your sender reputation, list quality, authentication records and engagement history. An email can be sent successfully and still fail to be delivered.

Demand Gen Manager

A Demand Gen Manager is responsible for building repeatable systems that turn strangers into sales pipeline. They own the campaigns, content and channels that create demand and capture it as Marketing Qualified Leads (MQLs), then hand that pipeline to sales.

Demand Generation vs Lead Generation

Demand generation is the work of building awareness and interest in a problem your product solves, before anyone is ready to buy. Lead generation is the work of capturing contact details from people who show enough interest to be worth following up. Demand generation feeds lead generation.

Demand-Side Platform (DSP)

A Demand-Side Platform (DSP) is software that lets advertisers buy digital ad inventory automatically across many websites and apps at once. Instead of negotiating with each publisher directly, a DSP bids on impressions in real time through ad exchanges, targeting the audience the advertiser wants rather than a specific site.

Demographic

Statistical characteristics used to describe and segment populations. Age, gender, income, education, location, household size and occupation are the core demographic variables. Demographics are used for audience targeting, market sizing and product positioning.

Digital Asset Management

Digital Asset Management (DAM) is a system for storing, organising and controlling access to brand files such as logos, images, videos and templates. Instead of assets scattered across shared drives and inboxes, a DAM gives everyone a single source of truth for what the current, approved version of a file looks like.

Digital Labour

Digital labour is the use of AI systems to perform work tasks previously done by people. It covers everything from software agents drafting emails to automated tools handling data entry, research and customer replies. The framing treats AI output as labour capacity rather than a feature.

Digital Out of Home

Digital Out of Home (DOOH) is advertising shown on digital screens in public places such as billboards, transit stations, shopping centres and street furniture. Unlike static billboards, DOOH content can be changed remotely, scheduled by time of day, and increasingly bought through programmatic advertising platforms.

Digital PR

Digital PR is the practice of earning coverage, mentions and backlinks from online publishers, journalists and industry sites through newsworthy stories, data, or campaigns. It sits between SEO and traditional public relations (PR), aiming to build domain authority while also generating brand visibility.

Direct Response Copy

Direct response copy is writing built to trigger an immediate action, a click, a purchase, a signup, rather than to build long-term brand awareness. It typically pairs a clear problem statement with a specific offer and an unambiguous call-to-action (CTA), and its success is measured by conversion rate, not recall.

Direct Traffic

Website traffic that arrives without a referrer URL that GA4 can identify. Direct traffic can be from users typing your URL directly, but a significant portion is 'dark traffic' — visits from email, messaging apps, private browsing, document links and mobile apps that strip referrer data.

Disavow

Disavow is a tool inside Google Search Console that lets you tell Google to ignore certain backlinks when it evaluates your site. You submit a list of spammy or unnatural links pointing at your domain, and Google discounts their influence. It does not remove the links themselves, it only asks Google to stop counting them.

Display Ads

Display ads are visual advertisements (images, animated GIFs, HTML5, video) that appear on websites, apps and other digital properties that have partnered with an ad network. The Google Display Network (GDN) is the largest, reaching Australian users across millions of sites. Display ads interrupt rather than intercept, making them most effective for brand awareness and retargeting rather than capturing active search intent.

DKIM

DKIM stands for DomainKeys Identified Mail. It's an email authentication method that adds a digital signature to outgoing emails, letting the receiving mail server verify the message genuinely came from your domain and wasn't altered in transit. It's set up as a DNS record.

DMARC

DMARC stands for Domain-based Message Authentication, Reporting and Conformance. It is an email authentication protocol that tells receiving mail servers what to do when an email claiming to be from your domain fails authentication checks. It builds on two other protocols, SPF and DKIM, and requires both to work.

Do Not Call Register

The Do Not Call Register is an Australian list of phone numbers whose owners have opted out of unsolicited telemarketing. Businesses that make marketing calls must check their lists against the register and remove listed numbers. It is run by the Australian Communications and Media Authority and breaching it carries significant penalties.

Do Not Track

Do Not Track is a browser setting that sends a signal asking websites not to track the visitor. It sounds decisive but it never worked, because honouring it was voluntary and almost no one did, and no law required it. Its practical legacy is as a cautionary tale and as the idea behind newer, enforceable signals like Global Privacy Control.

Domain Authority

Domain Authority is a score created by third-party SEO tools to estimate how well a website is likely to rank in search engines based on its backlink profile. It is not a metric Google uses or publishes. Moz calls their version Domain Authority (DA). Ahrefs calls theirs Domain Rating (DR). Both scores measure similar things using different methods and produce different numbers for the same site.

Domain Rating / Domain Authority

Domain Rating (DR) and Domain Authority (DA) are third-party scores that estimate how strong a website's backlink profile is, and how likely it is to rank in search results because of it. Ahrefs calculates DR and Moz calculates DA. Both run on a scale of 0 to 100. Google does not use either score.

Domain Reputation

Domain reputation is the trust score inbox providers like Gmail and Outlook assign to your sending domain. It's built from your history of spam complaints, bounces, opens and engagement. A strong reputation gets your email into the inbox. A weak one gets it filtered to junk or blocked outright.

Double Opt-In vs Single Opt-In

Single opt-in adds someone to your email list the moment they submit a signup form. Double opt-in adds a second step, a confirmation email the subscriber must click before they're added. Single opt-in grows lists faster. Double opt-in confirms the address is real and the person actually wants your emails.

Drip Campaign

A drip campaign is a series of pre-written emails sent automatically to a contact over a set period or in response to specific actions. The emails are written in advance and delivered on a schedule or triggered by behaviour, with the goal of moving someone from interest to action.

Drip Pricing

Drip pricing is showing a low headline price and then adding unavoidable fees and charges as the customer moves through the booking or checkout. In Australia it can breach consumer law when the extra costs are not disclosed up front, and it reliably damages trust and conversion even when it stays within the rules.

Drip vs Trigger

A drip campaign sends a pre-set sequence of emails on a fixed schedule, regardless of what the recipient does. A trigger campaign sends an email in response to a specific action, like an abandoned cart or a signup. Drip is time-based, trigger is behaviour-based. Most lifecycle programmes use both.

DSP/SSP

A Demand-Side Platform (DSP) is software advertisers use to buy digital ad space automatically across many sites and apps. A Supply-Side Platform (SSP) is the equivalent software publishers use to sell their ad space. The two connect through real-time auctions that decide which ad shows where, in milliseconds.

Duplicate Content

The same or substantially similar content appearing on multiple URLs — either within your own site or across different sites. Duplicate content dilutes search ranking signals because Google cannot determine which version to rank, and may rank neither prominently.

Durable Measurement

Durable measurement is Google's name for a set of tracking approaches designed to keep working as third-party cookies disappear and privacy rules tighten. It leans on first-party data, consent-based tagging, server-side collection and modelled conversions to fill the gaps left when individual user tracking breaks down.

Dynamic Content

Content that changes automatically based on who is viewing it. In email, dynamic content shows different images, text or offers based on subscriber attributes. On websites, it personalises the experience based on visitor behaviour, location or profile.

Dynamic Creative Optimisation

Dynamic Creative Optimisation (DCO) is a technology that automatically assembles and tests different combinations of ad elements, such as headlines, images, prices and calls-to-action, then shows the best-performing combination to each audience segment in real time.

Dynamic Product Ads

Dynamic Product Ads (DPA), also called catalogue ads, are automatically generated adverts that show the exact products a person viewed, added to cart or bought on your site. Instead of a single static creative, the ad platform pulls images, prices and titles from a product feed and assembles a personalised ad for each viewer.

Dynamic Search Ads

Dynamic Search Ads (DSA) is a Google Ads campaign type that skips keyword targeting entirely. Instead, Google crawls your website, matches user searches to the most relevant page, and automatically generates the headline and landing page for the ad. You write the description, Google fills in the rest.

E-E-A-T

E-E-A-T stands for Experience, Expertise, Authoritativeness and Trustworthiness. It's the framework Google's Search Quality Rater Guidelines use to judge whether content and the people or organisations behind it deserve to rank, particularly for topics that affect health, money or safety.

Earned Media

Earned media is coverage or attention your business receives that you didn't pay for and don't fully control. It includes press mentions, journalist features, podcast appearances, word-of-mouth referrals, social shares by real people, and reviews. The 'earned' part means someone else decided it was worth sharing.

Ebook

An ebook is a long-form piece of content, usually a PDF, offered in exchange for a name and email address. In B2B marketing it functions as a lead magnet rather than something people genuinely sit down to read cover to cover.

Ecommerce

The buying and selling of goods and services online. In a marketing context, ecommerce typically refers to the channel performance of an online store — tracking purchase funnel metrics, revenue attribution and customer acquisition economics for online retail.

eCPM

Effective CPM (eCPM) is the cost per thousand impressions you actually achieved, worked backwards from total spend and total impressions. Unlike CPM, which is a rate you're quoted upfront, eCPM is a result you calculate after the campaign runs, and it works no matter which pricing model you paid under.

Editorial Calendar

A documented plan that maps out what content will be created, when it will be published and where, across all channels. An editorial calendar transforms ad hoc content production into a strategic, consistent programme that can be measured and improved.

Editorial vs Sponsored

Editorial content is coverage a publisher chooses to run because their editorial team judged it worth publishing. Sponsored content is coverage a business paid for, usually structured to look similar but legally required to be disclosed as an advertisement. The difference is who made the decision to publish and whether money changed hands for placement.

Email Authentication

Email authentication is a set of technical standards that verify an email is genuinely from the domain it claims to be from. The three key protocols — SPF, DKIM and DMARC — work together to tell receiving email servers that your messages are legitimate, improving deliverability and protecting your domain from being used for spam.

Email Automation

Email automation is the practice of sending emails based on triggers rather than manual sends. When someone signs up, abandons a cart, hits a milestone or goes quiet, a pre-built sequence fires automatically. The email is written once and delivered to the right person at the right moment without anyone pressing send.

Email Bounce Rate

Email bounce rate is the percentage of emails that failed to reach the recipient's inbox. Hard bounces are permanent failures, typically invalid email addresses. Soft bounces are temporary failures, such as a full inbox or a server that was temporarily unavailable. A high bounce rate damages sender reputation and reduces deliverability across your entire list.

Email Course

An email course is a series of educational emails delivered on a fixed schedule that teach a subscriber a specific skill or topic, one lesson per email. It's commonly used as a lead magnet to grow an email list, trading structured teaching for an email address instead of a one-off download.

Email Deliverability

Email deliverability is the measure of how many emails you send actually reach recipients' inboxes rather than bouncing or landing in spam. It is calculated as emails delivered divided by emails sent, expressed as a percentage. High deliverability depends on sender reputation, list quality and technical authentication.

Email List

An email list is a collection of email addresses belonging to people who have opted in to receive communications from a business. It is a first-party owned channel, meaning the business controls access to it directly without depending on a third-party platform or algorithm.

Email Marketing

Email marketing is the practice of sending commercial messages to a list of subscribers who have opted in to receive them. It covers promotional campaigns, automated sequences and transactional messages sent via an email service provider. Because you own the list, email is considered an owned channel rather than a rented one.

Email Open Rate

Email open rate is the percentage of delivered emails that are recorded as opened. Calculated as emails opened divided by emails delivered, expressed as a percentage. Since Apple's Mail Privacy Protection (MPP) launched in 2021, recorded open rates have been inflated for a large share of audiences and are no longer a reliable standalone metric.

Embeddings

Embeddings are numerical representations of words, sentences or documents that capture meaning and relationships. An AI model converts text into a list of numbers called a vector. Similar meanings produce similar vectors, which lets machines find related content without relying on exact keyword matches.

Employee Advocacy

Employee advocacy is when staff voluntarily share their employer's content, wins or opinions on their own social media profiles. It works because a post from a real person's account tends to reach further and land with more trust than the same message posted from the brand's own page.

Empty State

An empty state is the screen a user sees when there's no content or data to show yet. It appears on a new account, an empty search result, an inbox with nothing in it or a dashboard before any activity exists. Good empty states explain what's missing and tell the user what to do next.

Engaged Session

An engaged session is a Google Analytics 4 (GA4) metric that counts any session where a visitor stayed for more than 10 seconds, triggered a conversion event, or viewed at least two pages. It replaced bounce rate as GA4's primary signal of whether a visit was meaningful.

Engaged-View Conversion

An engaged-view conversion (EVC) is a conversion credited to a video ad after someone watched at least 10 seconds of it without clicking, then converted within a set window. It is a view-through metric, distinct from click-through conversion, used mainly on YouTube and other video ad platforms.

Engagement

Any interaction an audience has with your content — likes, comments, shares, saves, clicks, watch time, replies. Engagement indicates that content resonated and prompted a response beyond passive viewing. Tracked as absolute counts or as an engagement rate (interactions divided by impressions or reach).

Engagement Bait

Engagement bait is content designed to manipulate a platform's algorithm by prompting likes, comments or shares that have nothing to do with genuine interest in the message. Common formats include 'tag a friend who needs this' or 'comment YES if you agree'. Most platforms now detect and penalise it.

Engagement Rate

Engagement rate measures what share of the people who saw or follow you on social media actually interacted with your content. Interactions typically include likes, comments, shares and saves. Calculated as total engagements divided by reach or follower count, expressed as a percentage.

Engagement Rate by Reach by Followers

Engagement rate can be calculated two different ways. Engagement rate (ER) by reach divides engagements by the number of accounts who saw the post. ER by followers divides the same engagements by total follower count. The two numbers can differ significantly for the same post.

Enhanced Conversions

Enhanced Conversions is a Google Ads feature that sends hashed customer details, such as email address or phone number, alongside a conversion event to improve match accuracy. It supplements existing conversion tracking rather than replacing it, helping recover conversions that cookies or pixels alone would otherwise miss.

Enhanced Conversions for Leads

Enhanced Conversions for Leads (ECL) is a Google Ads feature that lets advertisers send hashed customer details, such as email or phone number, back to Google once a lead becomes a sale. It closes the gap between a form fill and a closed deal, so ad platforms can measure conversions that happen weeks or months later.

Enhanced CPC

Enhanced CPC (ECPC) is a Google Ads bidding setting that raises or lowers your manual cost per click (CPC) bids based on how likely a click is to convert. It sits between fully manual bidding and fully automated bidding, letting you keep control while Google nudges individual auctions.

Enhanced Measurement

Enhanced Measurement is a Google Analytics 4 (GA4) feature that automatically tracks common user interactions without requiring custom code. It captures scroll depth, outbound link clicks, site search queries, video engagement and file downloads out of the box when toggled on in the GA4 data stream settings.

Entity SEO

Entity SEO is the practice of helping search engines and AI systems clearly understand what your business, brand or person is, rather than just what keywords you use. It focuses on building a consistent, well-connected identity across the web so that Google and AI-powered search tools can represent you accurately without ambiguity.

EOFY (End of Financial Year)

EOFY stands for End of Financial Year. The Australian financial year runs from 1 July to 30 June, so EOFY falls on 30 June. It is one of the busiest commercial moments in the calendar, driving tax-deductible spending, clearance sales and the reset of annual budgets across most Australian businesses.

EOFY Sales

EOFY sales are the clearance and promotional events Australian businesses run into the end of the financial year on 30 June. They serve two buyers at once: consumers chasing discounts before stocktake, and businesses bringing forward deductible purchases. It is the second major retail peak in the Australian calendar after the summer holiday season.

Error Click

An error click is when a visitor clicks or taps an element expecting it to work, and instead triggers an error message, a broken link, or nothing at all. It's a signal that something on the page is misleading users about what it can do.

ESP

An Email Service Provider (ESP) is a platform used to send, manage and track bulk marketing emails. It handles list storage, automation, segmentation and reporting on things like open rate and click-through rate (CTR), and manages the technical infrastructure that gets emails into inboxes rather than spam folders.

ETL vs ELT

ETL and ELT are two orders for moving data into a data warehouse. ETL stands for Extract, Transform, Load: data is cleaned before it lands. ELT stands for Extract, Load, Transform: raw data lands first and gets cleaned inside the warehouse afterwards.

Event (Analytics)

In GA4, an event is any interaction a user has with your website or app that you want to track. Page views, button clicks, form submissions, video plays and purchases are all events. GA4 is event-based, meaning everything is an event — replacing the session-based model of Universal Analytics.

Event Parameter

An event parameter is a piece of extra information attached to a tracking event. When Google Analytics 4 (GA4) records a button click or page view, event parameters describe the context: which button, which page, which product, which value. The event says what happened. The parameter says the details.

Event Taxonomy

Event taxonomy is the naming and structure rulebook for how a business labels the things people do on its website or app, such as sign_up, add_to_cart or button_click. It defines event names, required properties and consistent formatting so tracking data can be trusted and compared over time.

Event-Driven Analytics

Event-driven analytics is a way of measuring behaviour where the basic unit is an event, a specific action a user takes, rather than a pageview. Every click, scroll, form submit, video play or purchase is an event with its own details. It is the model behind GA4 and most product analytics, and it gives a far richer picture of what people actually do than counting page loads.

Evergreen Content

Content that stays relevant and useful long after it was published, continuously attracting search traffic without needing constant updates.

Evergreen vs Timely

Evergreen content stays useful and searchable for years without needing much rework. Timely content responds to a current event, trend or news cycle and loses relevance within days or weeks. The distinction decides how you plan, publish and measure a piece before you write a word of it.

Executive Ghostwriting

Executive ghostwriting is the practice of a professional writer producing articles, posts, speeches or bylined content on behalf of a company leader, who then publishes it under their own name. The executive supplies the ideas and expertise. The writer supplies the structure, prose and consistency.

Exit Intent

A popup or overlay triggered when a visitor's cursor movement indicates they are about to leave the page, designed to capture their attention before they go.

Exit Rate

The percentage of pageviews on a specific page that resulted in a visitor leaving the site — regardless of how many pages they viewed before it.

Expansion Revenue

Expansion revenue is additional revenue earned from existing customers after their first purchase, through upsells, cross-sells, upgrades or add-ons. It excludes revenue from brand new customers. Alongside churn, it is one of the two forces that decide whether monthly recurring revenue (MRR) grows or shrinks inside your existing base.

Expected CTR

Expected CTR is Google's prediction of how likely your ad is to be clicked when it shows for a given search term, compared to other advertisers bidding on the same keyword. It's one of three components that make up Quality Score, alongside ad relevance and landing page experience.

Explorations

Explorations is the custom analysis workspace inside Google Analytics 4 (GA4). It lets you build reports that go beyond the standard dashboards, including funnel analysis, path analysis, free-form pivot tables and segment overlap diagrams. It is the part of GA4 where you answer questions the default reports were not designed to handle.

F-Pattern and Z-Pattern

F-Pattern and Z-Pattern describe how eyes tend to scan a web page based on eye-tracking research. The F-Pattern shows up on text-dense pages, where people read left to right across the top then scan down the left edge. The Z-Pattern shows up on sparse pages, where the eye moves in a diagonal Z shape.

Faceted Navigation

Faceted navigation is the filter and sort system on ecommerce and listing sites that lets shoppers narrow results by size, colour, price or brand. Each filter combination often generates a new URL. Left unmanaged, this can produce thousands of near-duplicate pages that waste crawl budget and dilute search engine optimisation (SEO) value.

Faceted SEO

Faceted SEO is the practice of managing how filter-generated pages (colour, size, price, brand) on ecommerce or listing sites get crawled and indexed by search engines. Faceted navigation can generate thousands of near-duplicate URLs, so faceted SEO is the discipline of deciding which combinations deserve to rank and which should be hidden from crawlers.

FAQ Schema

FAQ Schema is a type of structured data that marks up question and answer content in code so search engines can read it as a distinct format. It uses Schema.org's FAQPage type to tell Google exactly which text is a question and which text is its answer.

Feature Flag

A feature flag is a setting in code that lets a team turn a feature on or off, or show it to some users but not others, without releasing new code. It's the switch that decides who sees what, and when, after the code is already live.

Featured Snippet

A featured snippet is a summary answer pulled from a webpage and displayed at the top of Google search results, above all organic listings. Also called position zero, it gives users an immediate answer without clicking, but can drive significant traffic when curiosity or trust makes them want more.

Feedback Loop

A feedback loop (FBL) is a system some mailbox providers offer that tells a sender when a recipient marks their email as spam. It gives the sender the complaining address so they can suppress it before the complaint damages sender reputation further.

Field-Level Drop-Off

Field-level drop-off is the percentage of people who start filling out a form but abandon it at one specific field rather than finishing it. It's measured field by field, not for the whole form, so you can see exactly which question or input is making people leave partway through.

Fine-Tuning

Fine-tuning is the process of taking a pre-trained large language model (LLM) and continuing to train it on a smaller, task-specific dataset so it learns your domain, tone or format. The result is a model that behaves more like your business wants without needing detailed instructions every time.

Fingerprinting

Fingerprinting is a tracking method that identifies a device by combining details like screen size, browser type, fonts, timezone and installed plugins into a unique profile. Unlike a cookie, there's nothing stored on the device to delete, which makes fingerprinting harder for users to block or opt out of.

First Comment Strategy

First comment strategy is the practice of leaving a caption free of outbound links and instead posting the link as the first comment on the post. Marketers use it because several platforms reduce the reach of posts that contain links in the caption itself, treating them as an attempt to push people off-platform.

First vs Third Party

First-party data is information collected directly from your own customers through forms, purchases or your own website tracking. Third-party data is collected by an outside company, aggregated across many sources, then licensed or sold to advertisers. The distinction matters because consent, ownership and reliability differ sharply between the two.

First-Click Attribution

First-click attribution is an attribution model that assigns 100% of the credit for a conversion to the first marketing touchpoint a customer interacted with. If a customer clicked a social ad six weeks before buying, that ad gets all the credit regardless of what happened between then and the sale.

First-Party Cookie

A first-party cookie is a small file set by the website you are actually on, under its own domain. It is how a site remembers you are logged in, keeps items in your cart between pages and powers its own analytics. Unlike third-party cookies, first-party cookies are not being phased out, which makes them the reliable foundation for measurement and personalisation as cross-site tracking declines.

First-Party Data

First-party data is information you collect directly from people who interact with your business: customers, subscribers, site visitors and app users. It includes email addresses, purchase history, browsing behaviour, CRM records and any data that someone gave you directly, with consent.

FLEDGE Legacy

FLEDGE (First Locally-Executed Decision over Groups Experiment) was Google's early Chrome proposal for running remarketing auctions on-device instead of through third-party cookies. It has since been renamed the Protected Audience API. The term survives in old documentation, vendor decks and outdated audits.

Flows vs Campaigns

Flows and campaigns are the two ways email marketing sends messages. A flow is an automated sequence triggered by a subscriber's behaviour, such as signing up or abandoning a cart. A campaign is a one-time broadcast sent to a list or segment on a date you choose.

Follower Growth Rate

Follower growth rate is the percentage increase in an account's followers over a set period, calculated as new followers divided by the starting follower count. It measures how fast an audience is expanding, not how engaged or valuable that audience is.

Food and health claims (FSANZ)

Food and health claims are governed by the Food Standards Code, administered by Food Standards Australia New Zealand. Nutrition content claims like low fat must meet set criteria, health claims linking a food to a health benefit must rest on an approved or substantiated relationship, and food cannot make therapeutic claims to treat or cure. The rules constrain a lot of food marketing language.

Form Abandonment

When a visitor starts filling out a form but leaves before submitting it, losing a potential lead or conversion.

Form Analytics

Form analytics is the practice of tracking how visitors interact with a specific form, including which fields they abandon, how long they spend on each one, where validation errors occur and whether they submit at all. It diagnoses form-level friction that overall conversion rate can't explain.

Founder-led Video

Founder-led video is marketing content where the business founder appears on camera themselves, rather than using actors, stock footage or a faceless brand voice. It's common in ads, social content and website video, and relies on the founder's credibility to build trust faster than a polished, anonymous production would.

Fractional CMO

A Fractional Chief Marketing Officer (CMO) is a senior marketing leader who works with a business part-time or on a retainer basis, rather than as a full-time employee. They set strategy, run the marketing function and manage teams or agencies, without the business carrying a full-time executive salary.

Freelancer

A freelancer is an independent professional you hire directly for specific work, usually a specialist in one discipline like copywriting, paid media or design. They offer flexibility and focused expertise without the overhead of an employee or the layers of an agency. The trade-offs are capacity, because one person can only do so much, and continuity risk, because the knowledge sits with an individual you do not employ.

Frequency

The average number of times a unique user sees your ad over a given period. Too low and the message does not land. Too high and it annoys people and wastes budget.

Frequency / Cadence

Frequency (also called cadence) is how often you send emails to your subscriber list, whether that's daily, weekly or monthly. It's a deliberate choice that balances staying visible against wearing out your welcome, and the right frequency depends on your audience, content and list segmentation rather than a universal rule.

Frequency Cap

A frequency cap is a limit you set on how many times a single person sees your ad within a period. It exists to stop the same people being shown an ad so often that it wastes budget and irritates them. The goal is balance: enough exposure for the message to land, without tipping into the overkill that breeds ad fatigue and resentment.

Frequency Capping

Frequency capping is a setting in paid advertising platforms that limits how many times a single person can see your ad within a defined time window. It prevents the same audience from being overexposed to the same creative, which reduces ad fatigue and protects campaign efficiency.

Frequency on Social

Frequency on social is the average number of times a unique person sees your content or ad within a given period. It's calculated as total impressions divided by reach. Low frequency means most people saw it once. High frequency means the same people are seeing it repeatedly.

Friction

Any element of the user experience that creates effort, confusion or hesitation and reduces the likelihood of conversion.

From Name

The from name is the sender label an email shows in the inbox, sitting above the subject line. It's the first thing a recipient reads before deciding whether to open, delete or report an email, and it's usually more influential on open rate than the subject line itself.

Full-Service vs Specialist Agency

A full-service agency handles every marketing discipline under one roof, from strategy and creative to media buying and Search Engine Optimisation (SEO). A specialist agency focuses on one discipline, such as paid media or SEO, and goes deeper into that single area. The choice affects how many vendors you manage and how deep any one skill goes.

Full-Stack Marketer

A full-stack marketer is someone who can work across most or all marketing functions, such as content, paid media, email, analytics and conversion rate optimisation (CRO), rather than specialising in one channel. The term is borrowed from full-stack software developers who work across both front-end and back-end code.

Funnel

A funnel is a model for mapping how potential customers move from first awareness of your business to a purchase decision. It's called a funnel because the number of people narrows at each stage: many people become aware, fewer consider you, fewer still convert.

Funnel Analysis

Funnel analysis is the practice of tracking how many people move from one step of a process to the next, such as landing page to product page to cart to purchase, so you can see exactly where the biggest drop-offs happen.

Funnel Drop-off

Funnel drop-off is the percentage of visitors who leave your funnel at a specific stage without proceeding to the next one. It is calculated for each transition in the funnel and shows where the biggest losses occur, from first visit through to final conversion.

Funnel Exploration

Funnel Exploration is a report type inside Google Analytics 4 (GA4) that shows how users move through a defined sequence of steps, and where they drop off. Each step is an event or page view you define. The report shows completion and abandonment rates at every stage.

GA4

GA4 stands for Google Analytics 4. It is Google's current web and app analytics platform, released as the replacement for Universal Analytics in 2023. GA4 tracks user behaviour as a stream of events rather than sessions and page views, which changes how reports are structured and how conversions are defined.

Gambling advertising restrictions

Gambling advertising in Australia is tightly restricted and the rules keep tightening. They limit when and where betting can be advertised, especially around live sport, ban certain inducements like sign-up bonuses in some states, mandate responsible gambling messaging, and vary by state as well as federally. It is one of the most heavily regulated advertising categories in the country.

Gated Content

Gated content is any content that requires a visitor to submit information — typically an email address and name — to access it. The business trades the content for contact details, generating a lead. Common formats include guides, templates, research reports, webinars and tools.

Gated vs Ungated Content

Gated content requires a visitor to hand over information, usually an email address, before they can access it. Ungated content is freely available to anyone who lands on the page. The choice determines whether a piece of content builds an email list or builds organic reach and links.

GDPR

The European Union's comprehensive data protection regulation that governs how organisations collect, store and use personal data of EU residents — regardless of where the organisation is based.

Generative AI

Generative AI is a category of artificial intelligence that creates new content rather than just analysing existing content. Give it a prompt and it produces text, images, audio, video or code that did not exist before. It covers the large language models behind ChatGPT and Gemini, the image tools like Midjourney and the growing set of video and audio generators.

Generative Creative

Generative creative refers to advertising and marketing assets, including images, copy, video and audio, produced wholly or substantially by generative artificial intelligence (AI) models. The marketer prompts the model, the model outputs the asset, and the team ships it with varying degrees of human review.

GEO

Generative Engine Optimisation (GEO) is the practice of structuring your content so that AI-powered search tools like ChatGPT, Perplexity, Google Gemini and Microsoft Copilot include your brand or content in their generated answers. Unlike traditional search engine optimisation (SEO), the goal is not a ranked link but a citation or direct mention in an AI-generated response.

Geo-Lift Testing

Geo-lift testing measures whether advertising actually causes sales by comparing regions where the ads run to similar regions where they don't. Instead of trusting a click-based attribution model, you run a real-world experiment across geography and compare the results.

Geotargeting

Geotargeting is delivering ads only to people in a defined location, whether that's a country, a state, a city or a radius around a specific address. It lets advertisers match ad spend to where their customers actually are instead of paying to reach an entire country indiscriminately.

Go-To-Market Strategy

A go-to-market strategy (GTM) is the plan for how a business will bring a product or service to market. It defines the target audience, the positioning and messaging, the pricing model, the sales and distribution channels and the marketing approach needed to drive adoption.

Goal (Analytics)

A specific action you want users to take on your website, configured in analytics to measure how often that action occurs and which traffic sources drive it.

Goal vs Event

A goal is the old Universal Analytics term for a tracked outcome like a purchase or a form submission. An event is the GA4 (Google Analytics 4) term for any recorded user action, from a page view to a button click. In GA4 you no longer set goals, you mark specific events as conversions instead.

Google Ads

Google Ads is Google's online advertising platform. It lets businesses show ads across Google Search, Google Display Network, YouTube, Gmail and Google Shopping. Advertisers bid in real-time auctions and pay per click or per thousand impressions, depending on the campaign type.

Google Analytics

Google Analytics is a free web and app analytics platform that tracks how people find and use your website. It reports on traffic sources, user behaviour, conversions and audience characteristics. GA4 is the current version, which replaced Universal Analytics in July 2023.

Google Analytics 4

Google Analytics 4 (GA4) is Google's free platform for tracking how people use a website or app. Unlike its predecessor, it measures everything as an event rather than a pageview, and it's built to work even when cookies are blocked. It's the default analytics tool for most Australian businesses.

Google Business Profile

A Google Business Profile (GBP), formerly called Google My Business (GMB), is the free listing that controls how your business appears on Google Search and Google Maps. It shows your hours, address, reviews, photos and phone number, and it's what powers the local pack results people see when they search for a business nearby.

Google Gemini

Google Gemini is Google's family of large language models and the AI assistant built on them, formerly called Bard. It matters most to marketers because Gemini is what powers the AI answers, called AI Overviews, that now appear at the top of many Google search results. So Gemini is not a separate battleground. It is reshaping the search results you already compete in.

Google Merchant Center

Google Merchant Center is a free platform where businesses upload their product catalogue so Google can show it in Shopping ads, free product listings and other surfaces. It stores your product feed, checks it against Google's policies, and connects to Google Ads for Shopping campaigns.

Google Search Console

Google Search Console (GSC) is a free tool from Google that shows how your website performs in search results. It reports which pages are indexed, which search queries bring traffic, and which technical issues (broken pages, slow loading, mobile problems) are stopping pages from ranking.

Google Tag Manager

Google Tag Manager (GTM) is a free tag management system that lets you add, edit and remove tracking code on your website without touching the underlying code. It acts as a single container that holds all your analytics, advertising and conversion tags, controlled through a browser-based interface.

Greylisting

Greylisting is a spam-filtering technique where a receiving mail server temporarily rejects an email from an unfamiliar sender, then accepts it on a retry a few minutes later. Legitimate mail servers automatically retry. Spam tools sending mass blasts usually don't, so greylisting quietly filters them out.

Gross Margin

Gross margin is the percentage of revenue left after subtracting the direct cost of producing or delivering what you sold, known as Cost of Goods Sold (COGS). It shows how much of every sale is available to cover marketing, salaries and profit before other overheads are counted.

Gross Revenue Retention

Gross Revenue Retention (GRR) measures the percentage of recurring revenue a business retains from existing customers over a period, counting only churn and downgrades. It ignores expansion revenue entirely, which makes it the cleanest read on how sticky a customer base actually is.

Grounding

Grounding is the practice of connecting an AI language model's outputs to verified, real-world sources before a response is generated. Without grounding, AI models draw only on their training data and can produce confident but incorrect answers. Grounding reduces that risk by anchoring the response to specific documents, databases or live content.

Growth Hacking

Growth hacking is an approach to growth built on rapid, cheap experimentation across the whole funnel to find tactics that scale. It came out of early-stage startups with no budget and a need to grow fast, favouring quick tests, data and creative use of existing channels over big-budget campaigns. Used well it is a disciplined test-and-learn engine. Used badly it is a search for tricks that no product can sustain.

Growth Marketer

A growth marketer is a marketer who works across the entire customer journey, from acquisition through activation, retention and referral, using rapid experimentation to find what moves a specific metric. The role blends marketing, data analysis and light product thinking into one job.

GST (Goods and Services Tax)

GST stands for Goods and Services Tax. It is a flat tax of ten per cent added to most goods and services sold in Australia. Businesses over the registration turnover threshold must register, collect GST on their sales and pay it to the Australian Taxation Office through their Business Activity Statement.

GST-inclusive vs exclusive pricing

GST-inclusive pricing shows the total price a buyer pays with the tax already inside it. GST-exclusive pricing shows the price before tax, with GST added later. In Australia, prices shown to consumers must be GST-inclusive, while business-to-business pricing is often quoted exclusive because the buyer claims the tax back.

Guest Posting

Guest posting is writing an article for another website in exchange for a byline, a link back to your own site, or both. Marketers use it to build backlinks, reach a new audience and establish expertise in a niche the host site already owns.

Hallucination

Hallucination is when an AI language model produces output that sounds confident and coherent but is factually wrong, invented or misleading. The model does not know it is wrong. It generates plausible-sounding text based on patterns, not on verified knowledge.

Hashing / SHA-256

SHA-256 stands for Secure Hash Algorithm 256-bit. It's a mathematical process that turns any piece of data, like an email address, into a fixed-length string of characters called a hash. The same input always produces the same hash, but the hash cannot be reversed back into the original data.

Hashtag

A word or phrase prefixed with the # symbol that categorises social media content and makes it discoverable to users searching or following that topic.

Header Bidding

Header bidding is a way for publishers to let multiple ad exchanges bid on the same ad space at the same time, before the page finishes loading. It replaced the older waterfall method, where buyers were offered the space one after another in a fixed order.

Heading Tag

Heading tags are HTML elements (H1 through H6) that define the hierarchical structure of content on a web page. The H1 is the main page heading, appearing once. H2 tags are major section headings. H3 through H6 are subheadings within those sections. They help both users and search engines understand how content is organised, and they carry SEO weight proportional to their level in the hierarchy.

Headless Analytics

Headless analytics is a tracking setup where data collection happens on the server or through an application programming interface (API) rather than through a JavaScript tag running in the visitor's browser. It decouples measurement from the front end, so tracking survives ad blockers, browser privacy restrictions and slow page loads.

Headless CMS

A headless CMS is a content management system (CMS) that stores content separately from how it's displayed. Rather than rendering pages itself, it delivers content through an API to whatever front end a developer builds, a website, an app or a kiosk. 'Headless' means the presentation layer, the head, is missing on purpose.

Headline Formulas

Headline formulas are proven structures for writing headlines, such as 'How to X without Y' or 'The X Guide to Y'. They exist so writers don't stare at a blank page every time. They're a starting shape, not a replacement for a real, specific claim about the reader's problem.

Health Score

A health score is a single number that estimates how likely a customer is to renew, expand or churn. It's built by combining signals such as product usage, support tickets, engagement and Net Promoter Score (NPS) into one weighted metric that customer success teams monitor to catch risk early.

Heat Map

A heat map is a visual overlay on a webpage that shows where users click, how far they scroll, and where their cursor moves. Colour intensity indicates frequency: hot colours like red and orange show high activity, cooler colours show low activity. Used to diagnose where attention and intent are concentrated on a page.

Heatmap

A visual representation of where users click, scroll or move their mouse on a webpage, using colour intensity to show areas of high and low engagement.

Hero Section

The primary visual section at the top of a webpage, typically the first thing a visitor sees before scrolling, containing the headline, supporting copy, primary CTA and a visual element.

Heuristic Evaluation

Heuristic evaluation is a usability review method where an experienced evaluator inspects an interface against a set of established usability principles, or heuristics, to find problems before real users ever touch it. It's a fast, low-cost way to catch obvious friction ahead of user experience (UX) testing or a full conversion rate optimisation (CRO) programme.

Hold Rate

Hold Rate measures how many people keep watching a video ad past a given point, shown as a percentage of everyone who started it. It shows whether a video holds attention after the opening seconds, unlike view-through rate, which only tracks full completions, or click-through rate (CTR), which measures clicks.

Holdout Group

A holdout group is a portion of your audience deliberately excluded from a marketing campaign so you can measure what happens without it. Comparing the holdout's behaviour to the group that received the campaign shows whether the marketing actually caused a change, rather than just coinciding with one.

Honeypot

A honeypot is an email address planted by internet service providers (ISPs) or anti-spam organisations specifically to catch senders with poor list hygiene. Nobody real reads it. If your email lands there, it signals you're emailing people who never opted in, and it can trigger blocklisting or deliverability damage.

Hook

A hook is the opening moment of any piece of content or creative that stops someone scrolling, watching or reading elsewhere. It could be the first line of an ad, the first frame of a video, or the subject line of an email. Its only job is to earn the next few seconds of attention.

Hook Rate

Hook rate is the percentage of people who keep watching a video ad past the first few seconds, usually three, instead of scrolling past. It measures whether the opening of your ad earns attention before the platform or the viewer moves on.

Hook-Retention-Payoff Structure

Hook-Retention-Payoff structure is a three-part framework for short-form video and social content. The hook earns attention in the opening seconds, retention tactics keep viewers watching through the middle, and the payoff delivers on whatever the hook promised. Used across TikTok, Reels and YouTube Shorts.

Hotjar

Hotjar is a behaviour analytics platform that shows how visitors actually use a website. It records anonymised session replays, generates heatmaps of clicks and scrolling, and runs on-page surveys. Teams use it to see the gap between what analytics numbers say and what users experience.

How-To

A how-to is a piece of content structured around completing a specific task, usually as a numbered or sequential set of steps. It answers a practical question directly rather than exploring a topic broadly, which makes it one of the most reliable formats for capturing search intent.

HowTo Schema

HowTo schema is a type of structured data, code added to a web page that describes content in a format search engines can read directly, used to mark up step by step instructions. It once triggered an expandable rich result in Google Search showing each step. Google removed that rich result from desktop and mobile search in 2023.

Hreflang

Hreflang is a piece of code that tells Google which version of a page to show to which visitors based on their language or region. It's used by sites that publish the same content in more than one language or for more than one country, so an Australian visitor lands on the Australian version and a UK visitor lands on the UK version.

Hub and Spoke

Hub and spoke is a content structure where one broad pillar page (the hub) covers a topic at a high level, and several narrower pages (the spokes) each go deep on a subtopic. Every spoke links back to the hub, and the hub links out to every spoke, forming a cluster search engines can read as a single body of expertise.

HubSpot

HubSpot is a customer relationship management (CRM) platform that bundles marketing automation, sales pipelines, customer service tools and a website builder into one system. Built around inbound marketing, it helps businesses attract, convert and retain customers without relying purely on outbound advertising or cold outreach.

Human-in-the-Loop

Human-in-the-loop (HITL) means a person reviews, approves or corrects what an AI system produces before it goes live. Instead of the model acting on its own, a human sits at a checkpoint in the workflow. It's the middle ground between doing everything manually and letting the AI run fully unsupervised.

ICP

An Ideal Customer Profile (ICP) is a description of the type of organisation or customer that gets the most value from your product or service and costs the least to acquire and retain. It is built from your best existing customers, not from aspirations about who you wish would buy.

Identity Graph

An identity graph is a database that links the different digital identifiers belonging to one person, such as an email address, device ID, cookie and login, into a single profile. It's how a business recognises the same customer across a phone, a laptop and an email click, even though each of those leaves a different digital footprint.

Identity Resolution

The process of connecting multiple data points — browsing sessions, devices, email addresses, purchase records — to build a unified profile of an individual customer across touchpoints.

Image SEO

Image SEO is the practice of making images on a website easier for search engines to understand and faster for visitors to load. It covers file naming, alt text, file size, format choice and structured markup, all aimed at improving both page speed and Google Images visibility.

Image Sitemap

An image sitemap is a file that lists the images on your website so search engines can find and index them, even if those images aren't easily discoverable through normal crawling. It's usually built into your existing XML sitemap rather than kept as a separate file.

Impression

An impression is a single instance of an ad or piece of content being shown. Every time your ad loads on a screen, that is one impression, whether or not the person notices it or clicks. Impressions count displays, not people, which is the distinction that trips most people up: one person can generate many impressions of the same ad.

Impression Share

Impression Share is the percentage of eligible ad auctions in which your ad actually appeared. If your ads could have shown 1,000 times but only showed 600 times, your Impression Share is 60%. The gap between 100% and your actual share is split into two buckets: lost to budget and lost to rank.

Impressions

Impressions count how many times a piece of content or an ad was displayed on a screen. One person seeing the same ad five times is five impressions. Impressions measure exposure, not action. They are counted differently across paid, organic search and social channels.

Impressions vs Reach

Impressions count every time an ad or post is displayed, including repeats to the same person. Reach counts the unique number of people who saw it at least once. One person scrolling past your ad three times equals three impressions but only one unit of reach.

In-House Team

An in-house team is a group of marketers employed directly by the business rather than hired through an agency. They live inside the company, so they carry deep knowledge of the product, the customers and the brand. The trade-off is breadth. A single in-house team is rarely expert in every marketing discipline, which is why many businesses pair an in-house core with agencies or specialists for the gaps.

In-House vs Agency

In-house vs agency is the decision a business makes about who does its marketing work. In-house means hiring employees who work only for that business. Agency means paying an external company that serves multiple clients. Most businesses land somewhere between the two, not fully on either side.

Inbound Marketing

Inbound marketing is a strategy that attracts customers by creating valuable content and experiences tailored to their needs. Rather than interrupting people with ads, inbound marketing earns attention by being useful — through search, content, social media and email.

Inbox Placement Rate

Inbox Placement Rate (IPR) is the percentage of sent emails that actually land in the recipient's primary inbox rather than the spam or junk folder. It's different from delivery rate, which only confirms the email reached the mail server, not where the server chose to file it.

Incrementality

Incrementality is the measure of how many conversions a marketing channel actually caused, rather than simply claimed credit for. It's tested by comparing results with the channel switched on against results with it switched off, usually through a holdout group or geo-based experiment.

Index Bloat

Index bloat is when a website has far more pages indexed by Google than it has genuinely useful content for. It usually happens through filtered category pages, tag archives, or thin auto-generated pages piling up unchecked, diluting the site's overall quality signals and wasting crawl budget.

Index Management at Scale

Index management at scale is the practice of deliberately controlling which pages on a large website get crawled and indexed by Google, rather than letting every URL fight for attention. It matters most on sites with thousands or millions of pages, like ecommerce catalogues, marketplaces or programmatic content sites.

Index vs Absolute

An index is a number rescaled against a baseline so you can compare change over time or across groups, while an absolute value is the raw figure itself, like sales, clicks or dollars. Indexing turns raw counts into a comparable score, usually anchored to a baseline of 100, so relative movement becomes visible instead of buried inside noisy totals.

Indexing

The process by which search engines discover, crawl and store web pages in their database so they can be returned in search results. A page must be indexed before it can rank.

Influencer disclosure rules

Influencer disclosure rules require that paid or gifted content is clearly identified as advertising. In Australia this is driven by consumer law on misleading conduct and the advertising self-regulation codes. Undisclosed advertising, where a post looks like an honest opinion but was paid for, can mislead consumers, and both the brand and the creator carry responsibility.

Influencer Marketing

Influencer marketing is the practice of partnering with individuals who have established credibility and an engaged audience in a specific niche to promote a brand's products or services. The influencer's endorsement carries weight because their audience trusts their opinion.

Information Architecture

The structural design of a website — how pages are organised, labelled and connected — that determines how easily visitors can find what they are looking for.

Information Gain

Information gain is a concept from a Google patent describing how a search engine can score a page based on how much new information it adds compared to other results already ranking for the same query. Content that only restates existing top results scores low. Content with a genuinely new angle scores higher.

Instant Asset Write-Off

The instant asset write-off lets eligible small businesses immediately deduct the full cost of an eligible asset, up to a threshold, in the year they buy and use it, rather than depreciating it over years. The threshold and rules change from year to year, and the deduction is a major reason business buying spikes before the end of the financial year.

Integration

The connection between two or more software platforms that allows data to flow automatically between them, eliminating manual data entry and enabling coordinated marketing activity.

Intent Data

Intent data is information that shows a person or company is actively researching a purchase, gathered from behaviour like search queries, content downloads, review site visits and competitor comparisons. It's used to spot buyers before they fill out a form, so sales and marketing can reach them earlier in the decision.

Interaction to Next Paint

Interaction to Next Paint (INP) is a Core Web Vitals metric that measures how quickly a page responds when someone clicks, taps or presses a key. Google records every interaction during a visit and reports the slowest one. It replaced First Input Delay (FID) as an official ranking metric in 2024.

Interactive Content

Interactive content is any content format that requires the reader to act rather than just read. Quizzes, calculators, assessments, polls and configurators are all interactive content. It differs from static content because the reader's input shapes what they see next, which usually produces higher engagement and better first-party data.

Internal Link

A hyperlink from one page on your website to another page on the same website, used to guide visitors through content and distribute SEO authority across the site.

Internal Link Equity

Internal link equity is the concept that authority and ranking value flow between pages on the same site through hyperlinks. Pages with many strong inbound links, external or internal, pass some of that value onward when they link to other pages. Internal linking is how you direct that value toward the pages you most want to rank.

Internal Traffic Filtering

Internal traffic filtering is the process of excluding visits from your own team, office or agency from your analytics data. Without it, your employees browsing the site, testing pages, or checking orders inflate session counts, distort conversion rates, and make your data unreliable for any real decision.

International SEO

International SEO is the practice of configuring a website so search engines show the correct country or language version of a page to the correct audience. It covers site structure, hreflang tags, content localisation and technical signals that tell Google which page belongs to which market.

Invalid Traffic

Invalid Traffic (IVT) is clicks, impressions or engagement on ads that don't come from genuine human interest. It includes bots, crawlers, click farms and accidental clicks. Ad platforms split it into General Invalid Traffic (GIVT), caught by simple filters, and Sophisticated Invalid Traffic (SIVT), which needs advanced detection to spot.

Inverted Seasons

Inverted seasons is the simple but consequential fact that Australia's seasons run opposite to the Northern Hemisphere. Summer is December to February, winter is June to August, and Christmas lands in the heat. It quietly breaks imported seasonal marketing, from snowy festive creative to product and promotion timing built for a Northern calendar.

IP Reputation

IP reputation is the trust score mailbox providers like Gmail and Outlook assign to the server address your emails send from. A good reputation gets your email into the inbox. A poor one gets it filtered to spam or blocked outright, regardless of how good the content is.

IP Warming

IP warming is the process of gradually increasing email volume sent from a new IP address so that Internet Service Providers (ISPs) like Gmail and Outlook can build trust in it. Sending a huge volume immediately from an unproven IP looks like spam behaviour and triggers filtering.

JavaScript SEO

JavaScript SEO is the practice of making websites built with JavaScript frameworks like React, Vue or Angular fully visible to search engine crawlers. Search bots need to render the JavaScript to see the content, and that rendering step can fail, delay or skip parts of a page, hiding content from Google entirely.

Jobs to Be Done

Jobs to be Done, or JTBD, is a way of understanding why customers buy by focusing on the progress they are trying to make rather than the features of your product. The idea is that people hire a product to do a job. They do not want a drill, they want a hole, and really they want the shelf up. Understanding the underlying job explains why customers choose you, switch to you or leave, in a way that demographics and features do not.

Key Event

A key event is what Google Analytics 4 (GA4) calls a conversion event from March 2024 onward. The underlying mechanics are the same: you mark an existing GA4 event as important, and it appears in your key events reports. The rename was made to reduce confusion with Google Ads conversion tracking, which remains a separate system.

Key Visual

A key visual is the single dominant image or graphic that represents a campaign across every channel it appears in. It's the picture a customer sees on a billboard, a social ad and a landing page that tells them instantly it's the same campaign, even before they read a word of copy.

Keyword

A keyword is a word or phrase that people type into a search engine. In SEO, it refers to the specific terms you deliberately optimise your content around so search engines understand what a page is about and rank it for relevant searches.

Keyword Cannibalisation

Keyword cannibalisation happens when two or more pages on the same website target the same search query. Instead of one strong page ranking well, Google splits its confidence across multiple pages, and often none of them ranks as high as a single consolidated page would.

Keyword Difficulty

A score from 0 to 100 that estimates how difficult it would be to rank on the first page of Google for a given keyword, based primarily on the authority and content quality of competing pages.

Keyword Mapping

Keyword mapping is the process of assigning each target keyword or search intent to exactly one page on your site. It stops multiple pages from competing for the same search term and gives every page a clear job to do in your search engine optimisation (SEO) strategy.

Keyword Research

Keyword research is the process of finding the words and phrases people type into search engines, then grouping them by what the searcher actually wants. It tells you which topics to write about, which pages to build, and which searches your business could realistically show up for.

Klaviyo

Klaviyo is an email and SMS marketing platform built specifically for ecommerce businesses. It connects directly to store data like purchase history and browsing behaviour, letting brands send automated flows and segmented campaigns based on what a customer has actually done, not just who they are.

Knowledge Graph

A knowledge graph is a structured database that maps entities (people, places, organisations, products, concepts) and the relationships between them. Search engines and AI systems use knowledge graphs to understand meaning, not just keywords, and to generate factual answers without showing a list of links.

Knowledge Panel

A Knowledge Panel is the information box Google displays on the right side of search results when someone searches for a brand, person, place or organisation. It pulls from the Google Knowledge Graph and surfaces key facts like a business description, founding date, social profiles and related entities.

KPI

KPI stands for key performance indicator. A KPI is a specific, measurable value that tells you whether a business, team or campaign is making progress toward a defined goal. The word 'key' does real work here: not every metric is a KPI, only the ones that signal whether something important is on track.

Landing Page

A landing page is a standalone web page built for a single campaign goal: to convert a visitor into a lead, subscriber or customer. Unlike a homepage, it removes navigation and distractions so the visitor has one clear path forward.

Landing Page Experience

Landing page experience is Google Ads' rating of how relevant, easy to navigate and trustworthy the page is that your ad sends people to. It's one of three inputs into Quality Score, alongside expected click-through rate (CTR) and ad relevance, and it directly affects your cost per click (CPC).

Large Language Model

A large language model, or LLM, is an artificial intelligence system trained on enormous volumes of text to predict the next word in a sequence. That simple mechanism, run at massive scale, lets it write, summarise, answer questions and hold a conversation. LLMs are what sit behind ChatGPT, Google Gemini, Claude and the AI Overviews now appearing in search results.

Last-Click Attribution

Last-click attribution is a method of assigning conversion credit that gives 100% of the credit to the final touchpoint a customer interacted with before converting. If someone clicked a Google Search ad right before buying, that ad gets all the credit regardless of what else they saw or clicked first.

LCP

One of Google's Core Web Vitals — measures how long it takes for the largest visible element on a page (typically an image or headline) to load and render for the user.

Lead

A person or organisation who has expressed interest in your product or service and whose contact details you have captured — but who has not yet made a purchase.

Lead Assignment

Lead assignment is the process of deciding which salesperson or team a new lead goes to once it enters your customer relationship management (CRM) system. It can be manual, rule-based or automated, and it happens right after a lead is captured through a form, call or chat.

Lead Generation

Lead generation is the process of attracting people who might become customers and collecting enough information to start a sales conversation. A lead is someone who has shown interest in what you sell. Lead generation is how you find them before they find a competitor.

Lead Grading

Lead grading is the process of scoring how well a lead matches your ideal customer profile (ICP), independent of how engaged they are. It usually produces a letter grade like A through D, based on firmographic or demographic fit rather than behaviour.

Lead Magnet

A lead magnet is a free resource or offer given to a potential customer in exchange for their contact details. Common formats include checklists, guides, templates, email courses and quizzes. The goal is to start a relationship with someone who has shown interest but isn't ready to buy.

Lead Management

The end-to-end process of capturing, qualifying, nurturing and converting leads into customers, including the systems and workflows that manage each stage of that journey.

Lead Nurture

Lead nurture is the process of building a relationship with potential customers who are not yet ready to buy. It uses a sequence of targeted communications, usually email, to provide useful information, address objections and move leads toward a purchase decision over time.

Lead Nurturing

Lead nurturing is the process of building a relationship with leads who are not ready to buy yet by sending them relevant, useful content over time. The goal is to be the first business they think of when they are finally ready to make a decision.

Lead Routing

Lead routing is the set of rules that decide which salesperson or team gets a new lead once it enters your customer relationship management (CRM) system. It's usually based on territory, deal size, product interest or source, and it determines how fast a lead gets a response.

Lead Scoring

Lead scoring assigns a numerical value to each lead based on how well they match your ideal customer and how they have behaved. The score tells sales who to call first. A lead who opened three emails and visited your pricing page ranks higher than one who downloaded a guide six months ago.

Lead Velocity Rate

Lead Velocity Rate (LVR) measures the month-over-month growth rate of qualified leads entering your pipeline. It shows whether pipeline growth is accelerating or slowing before that shift ever reaches revenue. Marketing Qualified Leads (MQL) are the usual input, though some businesses track Sales Qualified Leads (SQL) instead.

Lead vs MQL vs SQL vs SAL

A lead is anyone who's given you their contact details. A Marketing Qualified Lead (MQL) has shown enough interest to be worth marketing's attention. A Sales Accepted Lead (SAL) is one sales has agreed to work. A Sales Qualified Lead (SQL) is one sales has vetted as ready to buy. Each stage filters out unfit prospects.

Leading vs Lagging Indicator

A leading indicator is a metric that moves before a result and can predict it, like traffic or pipeline volume. A lagging indicator is a metric that confirms a result after it's happened, like revenue or churn. Leading indicators tell you what's coming. Lagging indicators tell you what already arrived.

Lifecycle Marketer

A lifecycle marketer plans and runs the communications a customer receives across every stage of their relationship with a business, from first signup through onboarding, activation, retention and win-back. The role sits across email, CRM and segmentation rather than owning one channel alone.

Lifecycle Marketing

Lifecycle marketing is the practice of sending different messages to customers depending on where they are in their relationship with your business. A new subscriber gets a welcome. An active buyer gets a loyalty offer. Someone who hasn't purchased in months gets a win-back. The message fits the moment.

Lifetime Value

Lifetime value is the total revenue a customer generates over their full relationship with you. Calculated as average revenue per customer multiplied by their average lifetime, often expressed as gross LTV or net (after cost of goods) LTV.

Lift vs Attribution

Lift and attribution answer different questions about marketing effectiveness. Attribution decides which channels get credit for conversions that happened. Lift (also called incrementality) tests whether those conversions would have happened without the marketing at all. Most businesses run attribution. Very few run lift tests.

Linear Attribution

Linear attribution is a model that divides conversion credit equally across every marketing touchpoint in the customer journey. If a customer saw four ads before buying, each ad receives 25% of the credit. It acknowledges the full path without making any judgment about which touch mattered most.

Link Building

Link building is the practice of acquiring hyperlinks from other websites to your own. These links — called backlinks — act as votes of confidence in Google's ranking algorithm. A link from a reputable, relevant site tells Google your content is trustworthy and worth referencing. Link building is one of the most powerful and most misunderstood areas of SEO.

Link Equity

Link equity, also called link juice, is the ranking value a webpage passes to another page through a hyperlink. Search engines treat links as votes of confidence. A page with strong link equity carries more authority, and that authority flows to whatever it links to.

Link in Bio

Link in bio refers to the single clickable link allowed in a social media profile, and to the tools (like Linktree or Beacons) that turn that one link into a mini landing page with multiple destinations. It exists because platforms like Instagram and TikTok don't let users click links inside regular posts.

Link Reclamation

Link reclamation is the process of finding backlinks your site has lost, broken or never received credit for, then fixing them. It covers three cases: dead links pointing to pages that no longer exist, links that were removed, and mentions of your brand online that never got hyperlinked in the first place.

Link Sculpting

Link sculpting is the practice of deliberately directing internal link equity toward the pages you most want to rank. It started as a technique using the nofollow attribute to block PageRank flow to low-value pages, pushing more weight toward priority ones instead.

Link Velocity

Link velocity is the rate at which a website gains new backlinks over a given period, usually measured monthly. It's not the total number of backlinks a site has, it's how fast that number is changing. A sudden spike or a long flatline both signal something worth investigating.

LinkedIn Ads

LinkedIn's advertising platform enabling B2B marketers to reach professionals by job title, company, industry, seniority, skills and other professional attributes — typically at higher CPMs but with unmatched B2B targeting precision.

LinkedIn Campaign Manager

LinkedIn Campaign Manager is the ad platform businesses use to build, run and measure campaigns on LinkedIn. It handles targeting by job title, industry and company size, along with budget setting, creative upload and conversion tracking through the LinkedIn Insight Tag.

List Growth Rate

List growth rate is the percentage change in your email subscriber count over a given period, accounting for both new subscribers and those who unsubscribe. Calculated as new subscribers minus unsubscribes, divided by total list size, expressed as a percentage.

List Hygiene

List hygiene is the practice of regularly removing invalid, inactive or unengaged email addresses from your subscriber database. It covers bounced addresses, spam trap hits, unsubscribes and subscribers who have not opened or clicked in a defined window, keeping your sending reputation healthy and your deliverability intact.

List Segmentation

List segmentation is dividing an email list into smaller groups so you can send each one more relevant messages, instead of blasting everyone the same email. Segments can be built on behaviour, purchase history, engagement level, interests or lifecycle stage. The payoff is relevance, and relevance is what drives the opens, clicks and revenue that a single undifferentiated blast leaves on the table.

Listicle

A listicle is an article organised as a numbered or bulleted list, such as '9 tools for email marketing' or '7 mistakes killing your conversion rate'. The format promises a fixed scope upfront, which is why it's a staple of content marketing and social sharing.

Live Shopping

Live shopping is a sales format where a host demonstrates and sells products during a live video stream, usually on a social platform, while viewers buy without leaving the stream. It blends the immediacy of a shopping channel with the interactivity of a comment section.

LLM Optimisation

LLM optimisation is the practice of structuring your content, brand signals and authority so that large language models (LLMs) like ChatGPT, Claude and Gemini are more likely to cite, recommend or describe your business accurately when users ask relevant questions. It is sometimes called Generative Engine Optimisation (GEO) or LLMO.

LLM Visibility

LLM Visibility is how often and how favourably a brand, product or piece of content appears in responses generated by large language models (LLMs) like ChatGPT, Perplexity, Gemini and Claude. It is distinct from traditional search engine rankings, though the two are related.

LLMs.txt

LLMs.txt is a proposed text file you place at the root of your website to help large language models (the AI behind tools like ChatGPT) find and understand your most important content. It works like a curated map for AI, pointing to clean versions of your key pages.

Local Pack

The local pack is the box of three business listings with a map that Google shows above regular search results for searches with local intent, like "plumber near me" or "cafes in Fitzroy". It pulls from Google Business Profile data rather than standard webpage rankings.

Local SEO

Local SEO is the practice of optimising a business's online presence so it appears in search results for people searching in a specific location. It covers Google Business Profile, local citations, reviews and location-specific website content, and it decides whether a business shows up in the local map pack.

Log File Analysis

Log file analysis is the process of reviewing a website's raw server logs to see exactly which pages search engine crawlers, like Googlebot, requested and when. Unlike crawling tools that simulate a bot, log files show what actually happened, which pages got crawled, ignored or hit repeatedly.

Logo Churn vs Revenue Churn

Logo churn measures the percentage of customers you lose in a period, regardless of what they paid. Revenue churn measures the percentage of recurring revenue you lose in that same period. A business can hold logo churn steady while revenue churn climbs if the customers leaving are the biggest accounts.

Long-Copy vs Short-Copy

Long-copy and short-copy are two approaches to writing marketing text based on length rather than format. Long-copy runs several paragraphs or longer, laying out reasoning, proof and objection handling. Short-copy is a few words or a single line built for speed, like a headline or call-to-action.

Long-Form vs Short-Form

Long-form and short-form describe the length and depth of a piece of content, not a fixed word count. Long-form content covers a topic thoroughly, usually to satisfy search intent or build authority. Short-form content delivers a single idea fast, usually to capture attention or drive quick engagement.

Long-Tail Keyword

A search query with three or more words that targets a narrow, specific intent. Lower volume than broad terms, but higher purchase intent and far less competition.

Long-Tail Keywords

Long-tail keywords are specific search phrases, typically three or more words, that describe a narrow topic or intent. Each phrase attracts fewer searches than a short generic term, but the combined volume across thousands of long-tail phrases is large, and the searcher intent is usually much clearer.

Lookalike Audience

A lookalike audience is a targeting tool used in paid advertising that finds new people who share characteristics with an existing group you define. You supply a seed audience of real customers or high-value users, and the ad platform builds a larger audience of strangers who resemble them.

Lookalike Percentage Tiers

Lookalike percentage tiers are the size settings platforms like Meta offer when building a lookalike audience, usually ranging from 1 percent to 10 percent of a country's population. A lower percentage matches people more closely to your source audience. A higher percentage trades precision for reach.

Looker Studio

Google's free data visualisation and reporting tool. Connect multiple data sources, build live dashboards and share reports with clients or stakeholders without exporting spreadsheets.

Lost IS (Budget)

Lost impression share (Lost IS) due to budget is the percentage of times your Google Ads or Microsoft Ads campaign was eligible to show but didn't, because your daily budget ran out. It's reported alongside impression share (IS) and Lost IS (rank), and the three figures always sum to 100 percent.

Loyalty Program

A loyalty program is a structured scheme that rewards customers for repeat purchases or engagement, through points, tiers, perks or discounts. The goal is to increase retention and lifetime value by giving customers a reason to keep choosing you. The common trap is spending rewards on customers who would have stayed anyway, so a good program is judged on the behaviour it actually changes, not the members it signs up.

Loyalty Programme

A loyalty programme is a structured system that rewards customers for repeat purchases or engagement, typically through points, tiers, discounts or exclusive access. The goal is to increase retention rate and lifetime value by giving existing customers a reason to keep choosing you over competitors.

LSI Keywords

LSI Keywords stands for Latent Semantic Indexing Keywords, a term used in SEO circles to describe words and phrases related in meaning to a main keyword. The name is borrowed from a 1980s search technique Google does not actually use. What people usually mean is related terms that show a page covers a topic thoroughly.

LTV

LTV stands for lifetime value. It is the total revenue a customer generates over their full relationship with your business. Calculated as average revenue per customer multiplied by average customer lifetime. Often expressed as gross LTV or net LTV after deducting cost of goods and service costs.

LTV:CAC Ratio

The LTV:CAC ratio compares Lifetime Value (LTV), what a customer is worth over their relationship with you, against Customer Acquisition Cost (CAC), what it costs to win them. Expressed as a ratio like 3:1, it shows whether your acquisition spend is generating sustainable returns.

Machine-Readable Brand

A machine-readable brand is your brand identity described so consistently across the web that search engines and large language models (LLMs) can confidently identify it as one distinct entity. It covers your name, description, founders, category, location and relationships, expressed the same way everywhere a machine might read them.

Magento

Magento is an open source ecommerce platform used to build and run online stores. Adobe owns it and sells an enterprise version called Adobe Commerce. Magento gives store owners deep control over catalogue structure, checkout logic and integrations, at the cost of needing developer support to run it well.

Magic Number

The Magic Number is a SaaS efficiency ratio that shows how much new recurring revenue a business generates for every dollar spent on sales and marketing in the prior quarter. It's used to judge whether it's time to invest more in growth or fix the engine first.

Mailchimp

Mailchimp is an email marketing platform used to build, send and track email campaigns and basic marketing automation. It also offers simple customer relationship management (CRM) features, landing pages and forms. Businesses use it to manage subscriber lists and measure email open rate and click-through rate.

Mandatories

Mandatories are the fixed elements a piece of creative must include, no matter how the concept evolves. Think logo placement, legal disclaimers, brand colours, taglines or compliance text. They aren't creative preferences. They are the non-negotiable inputs a brief hands to whoever is making the ad, video or page.

Manual CPC

Manual CPC is a Google Ads bidding setting where you set the maximum amount you're willing to pay for a click on each keyword or ad group, rather than letting an automated bidding algorithm set it for you. You control the ceiling, the auction decides the actual price paid.

Marginal CAC

Marginal customer acquisition cost (CAC) is the cost of acquiring one more customer at your current level of spend, rather than the average cost across all customers acquired so far. It answers a different question to blended CAC: not what did my last customer cost on average, but what will my next customer cost me.

Market Share

Market share is your business's portion of total sales in a defined market, expressed as a percentage. It is your sales divided by the whole market's sales over the same period. Market share matters because it measures competitive position, not just your own growth. You can grow revenue and still lose share if the market grows faster, which is a warning your own numbers alone will hide.

Marketing Automation

Marketing automation is software that executes marketing tasks automatically based on predefined rules or user behaviour. It handles repetitive work — sending triggered emails, updating CRM records, scoring leads, syncing audiences — so those actions happen consistently without manual effort.

Marketing Automation

Marketing automation is the use of software to send triggered communications to contacts based on their behaviour and attributes, without manual intervention. When someone abandons a cart, a triggered email goes out automatically. When a lead scores high enough, they're passed to sales automatically. Automation converts single interactions into systematic follow-up sequences.

Marketing Brief

A marketing brief is a short document that directs a piece of work, whether a campaign, a design, a piece of content or an agency engagement. It states the objective, the audience, the core message, the constraints and how success will be judged. A good brief is the single biggest lever on the quality of what comes back, because whoever does the work can only be as clear as the brief that started it.

Marketing Budget

The total amount allocated to marketing activities over a defined period. Typically expressed as a percentage of revenue, broken down across channels, headcount and tools.

Marketing Channel

A marketing channel is any medium or platform through which a business communicates with and reaches its target audience — including paid, owned and earned channels.

Marketing Copilot

A marketing copilot is an assistive AI feature built into marketing software that helps you do a task faster while you stay in control. It drafts copy, suggests segments, or summarises reports. You review and approve everything. It suggests, you decide.

Marketing Funnel

A marketing funnel is a model that describes the stages a person moves through from first hearing about a business to becoming a customer. It runs from awareness at the top through consideration in the middle to conversion at the bottom. The funnel shape reflects that more people enter than convert.

Marketing Maturity Model

A marketing maturity model is a framework that places a business on a scale from basic, uncoordinated marketing activity through to fully integrated, data-driven marketing. It helps a business work out what stage it's at and what capability to build next, rather than chasing every tactic at once.

Marketing Mix Modelling

Marketing Mix Modelling (MMM) is a statistical method that estimates how much each marketing channel contributes to sales by analysing historical spend and revenue data. It works at the aggregate level rather than tracking individual users, which makes it useful as privacy rules tighten and cookie-based tracking breaks down.

Marketing Operations

Marketing operations, often shortened to MOps, is the function that manages the systems, data and processes marketing runs on. It covers the customer relationship management (CRM) platform, marketing automation, data flow between tools, campaign workflows and reporting infrastructure. It's the plumbing, not the message.

Marketing Operations Manager

A Marketing Operations Manager runs the systems, data and processes that let a marketing team execute. They own the martech stack, campaign workflows, reporting infrastructure and data hygiene, rather than the creative or media decisions themselves.

Marketing Qualified Account

A Marketing Qualified Account (MQA) is a company, not an individual, that has shown enough buying signals across multiple contacts to be worth handing to sales. It's the account-based version of a Marketing Qualified Lead (MQL), used mainly in business-to-business (B2B) account-based marketing (ABM).

Marketing Reporting

Marketing reporting is the process of collecting, organising and presenting marketing performance data to inform decisions. Good reporting shows what is working, what is not and why, then connects that to recommended action.

Marketing Resource Management

Marketing Resource Management (MRM) is software that helps organisations plan budgets, manage creative assets, coordinate approvals and track marketing work across teams. It sits alongside tools like a Customer Relationship Management (CRM) system or Content Management System (CMS) but focuses on internal operations rather than customer data or published content.

Marketing Strategy

The overarching plan that defines who you're targeting, how you're positioned, and which channels and messages you'll use to reach growth targets. Strategy answers 'what and why'. Tactics answer 'how and when'.

Marketo

Marketo is a marketing automation platform, now sold as Adobe Marketo Engage, used to run email nurture programs, score leads and hand qualified prospects to sales. It's built primarily for business-to-business (B2B) marketing teams managing long, multi-touch sales cycles.

Martech

The collection of software tools used to plan, execute, measure and optimise marketing. Includes CRM, email platforms, analytics, CMS, advertising tech and automation tools.

Martech Stack

A martech stack is the full set of software tools a business uses to run, track and measure its marketing. This typically includes a customer relationship management (CRM) system, an email platform, analytics tools, ad platforms and a content management system (CMS), all ideally connected so data flows between them.

Master Data Management

Master Data Management (MDM) is the discipline of creating one trusted, agreed-upon version of core business data, such as customer, product or supplier records, that every system references instead of keeping its own conflicting copy.

Match Rate

Match rate is the percentage of your customer records that a platform like Meta or Google successfully matches to a real user identity when you upload a customer list. Higher match rates mean more of your audience can be targeted, excluded or used to build lookalikes.

Match Types

Match types control how closely a person's search has to match your keyword before your ad can show. Google Ads offers three: broad match (widest reach, loosest matching), phrase match (must carry the same core meaning), and exact match (must match the searcher's intent closely). Match type is set per keyword, not per campaign.

Maximise Conversion Value

Maximise Conversion Value is a Google Ads automated bidding strategy that spends your full daily budget trying to generate the highest total conversion value it can, rather than the highest number of conversions. It relies on Google's machine learning and needs reliable conversion value data to work well.

Maximise Conversions

Maximise Conversions is an automated bidding strategy in Google Ads that sets bids to get as many conversions as possible within your daily budget. It does not target a specific cost per acquisition (CPA) or return on ad spend (ROAS). It simply tries to spend what you give it as efficiently as the algorithm can manage.

MDE and Sample Size for CRO

Minimum Detectable Effect (MDE) is the smallest improvement in conversion rate a test is designed to reliably detect. Sample size is the number of visitors needed to detect that effect with confidence. The smaller the lift you want to catch, the more traffic the test needs before you can trust the result.

Measurement Protocol

Measurement Protocol is a Google Analytics 4 (GA4) feature that lets you send event data directly to GA4 from a server, without any browser or app code running. You make an HTTP request with the right payload and GA4 records the event as if a user triggered it.

Media Buying Agency

A media buying agency plans, negotiates and places advertising across channels like TV, radio, out-of-home, search and social. They specialise in where ad spend goes and at what price, not in writing the ad or building the website it sends people to.

Media Efficiency Ratio (MER)

Media Efficiency Ratio (MER) is total revenue divided by total media spend across every paid channel combined. Unlike return on ad spend (ROAS), which is measured per platform, MER gives a single blended number for the whole media budget over a given period.

Melbourne Cup media moment

The Melbourne Cup, run on the first Tuesday in November, is a horse race that doubles as a national cultural moment, the race that stops a nation. It anchors a week of events, workplace functions, fashion and hospitality spending, and a brief window when much of the country shares the same attention. It is a public holiday in Victoria.

Meme Marketing

Meme marketing is when a brand uses internet meme formats, jokes or trending cultural references to promote itself on social media. It trades polish for relatability, aiming to look like a fellow poster rather than an advertiser. Done well it builds affinity. Done badly it reads as a brand trying too hard.

Messaging

Messaging is the set of core things a brand consistently says about what it does, who it is for and why it matters. It is the language layer that turns positioning into words the audience actually hears, across the website, ads, sales and content. Good messaging is clear, consistent and framed around the customer's needs. Bad messaging is vague, internally focused or different everywhere.

Meta Ads

Paid advertising across Meta's platforms, primarily Facebook and Instagram. Uses interest, behaviour and audience-based targeting rather than keyword intent. Best for top-of-funnel awareness and direct response on visual products.

Meta Ads Manager

Meta Ads Manager is the platform used to build, run and report on ads across Facebook, Instagram, Messenger and Meta's Audience Network. It handles targeting, budgets, creative and the reporting dashboard most Australian businesses use to judge campaign performance.

Meta Description

A meta description is a short HTML tag that describes what a page contains. It appears under your page title in search results. Google uses it to help searchers decide whether to click. It does not directly affect search rankings but strongly influences click-through rate.

Meta Pixel

Meta Pixel is a small piece of tracking code you place on your website that reports visitor actions, page views, purchases, signups, back to Meta. Meta uses this data to measure ad performance, build retargeting audiences and optimise who your ads are shown to.

Metric Tree

A metric tree is a diagram that breaks one top-level business outcome, like revenue, into the smaller metrics that drive it. Each branch shows how a lever, such as conversion rate or average order value, feeds into the number above it. It turns a single KPI into a map of causes.

Micro-Conversion vs Macro-Conversion

A macro-conversion is the main goal of a page or campaign, like a purchase or a signed-up lead. A micro-conversion is a smaller action a visitor takes on the way there, like adding to cart, watching a video or starting a form. Micro-conversions are signals, not the destination.

Microconversion

A small, measurable action a user takes that signals progress toward a main conversion goal. Examples: scrolling 75 percent down a page, clicking a CTA, adding a product to cart, or downloading a lead magnet.

Microcopy

Microcopy is the small pieces of text that guide someone through a digital experience, things like button labels, error messages, form hints and confirmation notes. It rarely gets a headline's attention but it sits at every decision point in a user experience (UX), shaping whether someone completes an action or gives up.

Microservices vs Monolith

Microservices and monolith are two ways to structure software. A monolith is one large application where everything runs together. Microservices split the same functionality into small, independently deployable services that talk to each other over a network.

Microsoft Ads

Microsoft Ads is the pay-per-click advertising platform that runs search ads on Bing, Yahoo and AOL, plus the Microsoft Audience Network. It works like Google Ads, with keyword bidding, ad extensions and audience targeting, but reaches a smaller and often less contested slice of search traffic.

Middle of Funnel

The stage where prospects are aware of your brand and actively considering their options. They need education, comparison and trust-building, not a hard sell. Content here converts awareness into intent.

Minimum Detectable Effect (MDE)

Minimum Detectable Effect (MDE) is the smallest change in a metric, such as conversion rate, that an experiment is sized to reliably detect. Set before an A/B test runs, it tells you whether your traffic and sample size are enough to catch the lift you're actually expecting, or too small to catch anything but a huge swing.

Misleading and Deceptive Conduct

Misleading and deceptive conduct is the central rule of Australian Consumer Law, found in section 18. It bans conduct in trade that is likely to mislead or deceive. For marketing it covers claims, pricing, imagery and even silence. The test is the overall impression on a reasonable person, and intent is no defence.

MMS

MMS stands for Multimedia Messaging Service. It's the mobile messaging format that lets you send images, GIFs and short video alongside text, unlike plain SMS which is text-only. Marketers use it for lifecycle messages where a visual (a product shot, a barcode, a map) does work text alone can't.

Moat

A durable competitive advantage that protects a business from rivals over time. Named after the water-filled trench around a castle. Moats include brand loyalty, network effects, switching costs and proprietary data.

Mobile-First

An approach where the mobile experience is designed and built before the desktop version. Also refers to Google's mobile-first indexing, where the mobile version of a site is used as the primary version for ranking.

Mobile-First Design

Mobile-first design is a design process that starts with the smallest screen and builds up to desktop, rather than designing for desktop and shrinking it down. The constraint of the small screen forces clearer priorities about content and calls-to-action before complexity gets added back in for larger screens.

Mobile-First Indexing

Mobile-first indexing is Google's practice of using the mobile version of a webpage as the primary basis for ranking and indexing, rather than the desktop version. If your mobile page has less content, fewer links or hidden elements compared to desktop, that's what Google sees and ranks on.

Mockup

A mockup is a static, high-fidelity visual of a webpage, app screen or piece of marketing material. It shows colours, typography, imagery and layout as they will actually appear, but nothing on it works. It sits between a wireframe and a working prototype.

Model Context Protocol (MCP)

Model Context Protocol (MCP) is an open standard that lets AI models connect to external tools, data sources and software in a consistent way. Released by Anthropic, it defines how a model asks for information or triggers an action, so developers don't rebuild that plumbing for every new integration.

Modelled Conversions

Modelled conversions are conversions that a platform estimates rather than directly measures, using statistical modelling to fill gaps left by cookie loss, ad blockers or consent opt outs. Google Ads, Meta and Google Analytics 4 (GA4) all use modelling to approximate conversions they can't observe directly through tracking.

Modular Creative

Modular creative is an approach to building ads where headlines, images, backgrounds and calls to action are made as separate interchangeable pieces rather than one fixed design. The pieces get mixed and matched to produce many ad variants quickly, often for testing or personalisation across channels.

Mood Board

A mood board is a curated collection of images, colours, textures and type samples used to define the visual direction of a brand or campaign before design work begins. It's a reference tool, not a finished design, used to get everyone agreeing on a look before money is spent building it.

Motion Design

Motion design is the practice of applying animation and movement to visual brand elements, logos, typography, icons and layouts, so a brand behaves consistently across video, apps and social content. It turns a static brand identity into something that moves, transitions and reacts.

MQL

An MQL, or Marketing Qualified Lead, is a contact who has shown enough interest in your product or service that marketing considers them worth passing to sales. The threshold is set by an agreed definition of behaviour, fit or engagement, not by gut feel.

MRR

MRR stands for Monthly Recurring Revenue. It is the predictable revenue a subscription business expects to collect every month from active paying customers. Calculated as the number of active subscribers multiplied by the average revenue each pays per month.

Multi-Touch Attribution

Multi-touch attribution (MTA) is a method of assigning conversion credit across multiple marketing touchpoints in a customer journey, rather than giving all credit to one channel. MTA acknowledges that most customers interact with several ads, emails or organic results before converting.

Multivariate Testing

Multivariate testing (MVT) is a method of testing multiple page elements at the same time to find which combination performs best. Unlike an A/B test that compares two whole-page versions, MVT isolates the effect of each element, such as a headline, image, and button, across all possible combinations simultaneously.

NAP Consistency

NAP consistency means your business Name, Address and Phone number (NAP) appear identically across every website, directory and platform that lists you. Google uses NAP matching as a trust signal for local search rankings, so mismatched details across citations can quietly hold back your local visibility.

Native Advertising

Native advertising is paid content designed to match the look, feel and format of the platform it appears on. It reads like an article, sits in a social feed like an organic post, or plays like a recommended video. The defining trait is that it's paid placement disguised as editorial or organic content, always requiring disclosure.

Navigation

The menus, links and structural elements that help users move through a website. Good navigation reduces friction, helps users find what they need quickly, and guides them toward conversion actions.

Negative Keyword

A negative keyword is a word or phrase that tells Google Ads (or Microsoft Ads) not to show your ad when that term appears in a search query. Adding 'free' as a negative keyword means your ad for a paid service will not appear when someone searches 'free accounting software'. It is one of the most impactful levers for improving campaign efficiency.

Negative Keywords

Negative keywords are words or phrases you add to a Google Ads campaign to stop your ads showing on irrelevant searches. If someone searches a term that matches your negative keyword list, your ad is suppressed. They're how you tell Google what you don't want to appear for, not just what you do.

Negative Match Types

Negative match types are the rules that tell Google Ads or Microsoft Ads which searches should never trigger your ad, even if a keyword you're bidding on technically matches. They work the opposite way to normal keyword match types, excluding rather than including traffic.

Net Promoter Score

Net Promoter Score (NPS) is a customer loyalty metric. It asks customers one question: how likely are you to recommend us, on a scale of zero to ten. Customers scoring nine or ten are Promoters. Seven or eight are Passives. Zero to six are Detractors. NPS equals the percentage of Promoters minus the percentage of Detractors.

Net Promoter Score Breakdown

A Net Promoter Score (NPS) breakdown splits survey respondents into three groups: promoters (score 9-10), passives (score 7-8) and detractors (score 0-6). NPS itself is the percentage of promoters minus the percentage of detractors. The breakdown shows which group is actually driving the headline score up or down.

Net Revenue Retention

Net Revenue Retention (NRR) measures how much recurring revenue you keep from your existing customer base over a period, after accounting for upgrades, downgrades and cancellations. An NRR above 100% means existing customers are spending more than they were at the start of the period, even before you add a single new customer.

Net Revenue vs Gross Revenue

Gross revenue is the total sales value before anything is taken out. Net revenue is what's left after discounts, refunds and returns are subtracted. Net revenue is the honest number. Gross revenue is the number that looks better in a screenshot.

New vs Returning Visitors

The ratio of first-time visitors to users who have visited previously. Returning visitors typically convert at higher rates, have longer sessions and cost less to acquire than new visitors.

New-Customer CAC

New-Customer CAC is the cost of acquiring a customer who has never bought from you before. It is calculated by dividing acquisition spend by the number of genuinely first-time customers, excluding returning buyers, referrals and reactivated accounts. It isolates true growth cost from repeat business.

Newsletter

A regularly published email sent to subscribers with curated content, updates or insights. Newsletters build audience relationships, maintain brand presence and drive repeat visits to a website or offer.

Nofollow

An HTML attribute added to a link (`rel="nofollow"`) that tells search engines not to pass SEO authority (PageRank) to the destination page. Required on paid links and typically used on user-generated content.

Noindex

Noindex is a directive you place on a web page to tell search engines not to include it in their index. Pages with a noindex tag can still be crawled and visited, but they will not appear in search results. It is applied via a meta robots tag in the page's HTML or via an HTTP response header.

North Star Metric

A North Star Metric (NSM) is the single measure a business uses to represent the core value it delivers to customers, chosen because moving it reliably predicts long-term revenue and growth. It sits above individual KPIs and gives every team one shared number to align around.

Notifiable Data Breaches scheme

The Notifiable Data Breaches scheme is the part of the Privacy Act that forces organisations to report serious data breaches. If personal information is exposed in a way likely to cause serious harm, you must notify the affected individuals and the Office of the Australian Information Commissioner promptly. It turns a quiet breach into a public, time-pressured obligation.

Novelty Effect

Novelty effect is the temporary boost in engagement or conversion a change gets simply because it's new and different, not because it's actually better. It shows up commonly in A/B testing, where a redesigned page or new feature performs well early on and then settles back down once users stop noticing it.

NPS

Net Promoter Score (NPS) is a measure of customer loyalty based on one question: how likely are you to recommend this business to a friend or colleague, on a scale of zero to ten. Respondents are split into Promoters (9-10), Passives (7-8) and Detractors (0-6). NPS is calculated as the percentage of Promoters minus the percentage of Detractors.

Offline Conversion Import

Offline conversion import is the process of uploading real-world sales or qualified-lead outcomes back into an ad platform like Google Ads or Meta, so the platform can learn from what actually closed rather than just what clicked or filled a form.

Omnichannel Marketing

Omnichannel marketing is an approach that delivers a consistent, connected customer experience across every channel and touchpoint — online and offline. The channels are integrated so that a customer's behaviour in one place is recognised and reflected in every other.

On-Page SEO

On-page SEO is the practice of optimising the content and HTML elements of individual web pages to help them rank higher in search results. It covers everything you control on the page itself: the title tag, headings, body copy, images, internal links and URL structure. It is distinct from off-page SEO (backlinks from other sites) and technical SEO (site infrastructure).

Onboarding

Onboarding is the structured process of guiding a new customer or user from sign-up or purchase to their first meaningful experience of your product or service's value. It encompasses in-product guidance, email sequences, support touchpoints and human outreach. The speed and quality of onboarding is one of the strongest predictors of long-term retention and lifetime value.

Onboarding Activation

Onboarding activation is the point where a new user or customer experiences the core value of a product or service for the first time, and the rate at which signups reach that point. It's the bridge between signing up and becoming a genuinely retained customer.

Open Rate

Open rate is the percentage of delivered emails that are opened, calculated as unique opens divided by emails delivered, expressed as a percentage. Since Apple Mail Privacy Protection (MPP) launched in 2021, open rate figures are significantly inflated for many senders and should be treated with caution.

Opt-In

The action a user takes to explicitly consent to receiving email communications. Australian law requires opt-in consent for commercial emails. Double opt-in adds a confirmation step, producing a higher-quality, more engaged list.

Opt-In vs Opt-Out

Opt-in means someone has to actively agree before you can market to them. Opt-out means they're included by default and have to actively ask to be removed. The difference decides whether your contact list is legally sendable or a liability waiting to be reported.

Opt-Out

An opt-out is when a person withdraws their permission to be contacted, most commonly by unsubscribing from marketing email or SMS. It is the counterpart to opt-in. Under spam law an opt-out has to be easy to find, simple to use and honoured promptly. Treating it as a nuisance to bury is both illegal and a fast way to train an audience to distrust you.

Organic Reach

Organic reach is the number of unique people who see your content without any paid promotion behind it. It includes followers who see your post in their feed and anyone who discovers it through shares, searches or recommendations. It does not include reach from boosted posts or ad campaigns.

Organic Reach Decay

Organic reach decay is the ongoing decline in how many followers see a page or profile's unpaid posts. It happens because platforms increasingly prioritise paid content and whatever format they're currently pushing over regular organic posts in the feed algorithm.

Organic Social

Social media content posted without paid promotion. Relies on algorithm distribution and follower engagement for reach. Organic reach has declined significantly across all major platforms over the last decade.

Organic Traffic

Organic traffic is visitors who arrive at your site without you paying for that specific click. The term usually means search engine organic traffic, where someone types a query into Google, sees your page in the unpaid results, and clicks through. It is distinct from paid traffic, direct traffic, referral traffic and social traffic.

Orphan Page

An orphan page is a page on your website that has no internal links pointing to it from anywhere else on the site. Search engines and visitors can only find it through a direct URL, a sitemap entry, or an external link. Without internal links, it's effectively invisible to normal site navigation.

Outbound Marketing

Outbound marketing is the practice of proactively reaching out to a target audience rather than waiting for them to find you. It includes cold email, cold calling, paid advertising, direct mail, trade shows and any other approach where the business initiates the contact.

Outsourcing

Outsourcing is hiring external providers, agencies, consultants or freelancers, to do marketing work rather than employing people to do it in-house. It buys specialist skill and flexibility without the cost and commitment of headcount. The art is deciding what to outsource and what to keep, because outsourcing execution can be smart while outsourcing the strategy and brand that need deep context usually is not.

Owned Earned Paid

Owned, earned and paid media is a framework for grouping every marketing channel by who controls it. Owned is what you fully control, like your website or email list. Earned is coverage or mentions you didn't pay for, like press or word of mouth. Paid is media you buy directly, like ads.

P-Value

A p-value is a number between 0 and 1 that tells you how likely you would see your test results, or something more extreme, if there was no real difference between the two things you tested. Marketers use it in A/B testing to decide whether a result is worth acting on.

Pacing

Pacing is how evenly your ad spend is tracking against your budget and timeframe. If you've spent 80 percent of a monthly budget by day ten, you're overpacing. If you've spent 10 percent by day twenty, you're underpacing. Both mean the campaign won't spend as planned.

Page Experience

Page experience is Google's umbrella term for how a web page feels to actually use, separate from what it says. It bundles Core Web Vitals, mobile-friendliness, HTTPS security and freedom from intrusive interstitials into one broad quality signal that sits alongside content relevance in ranking decisions.

Page Speed

Page speed is how fast a web page loads and becomes usable for a visitor. It covers how quickly the main content appears, how fast the page reacts to taps and clicks, and whether the layout stays stable while loading. Google measures page speed using data from real Chrome users through its Core Web Vitals framework.

Page Speed and Conversion

Page speed and conversion describes the relationship between how quickly a web page loads and the share of visitors who complete a desired action on it. Faster pages tend to keep more visitors through checkout, signup or enquiry forms, while slower pages lose visitors before they see the offer.

Page View

The total number of times a page has been loaded or reloaded in a browser. One of the oldest web analytics metrics. Often misinterpreted because it counts every load including refreshes, bot visits and multiple visits from the same user.

PageSpeed Insights

PageSpeed Insights (PSI) is a free tool from Google that tests how fast a web page loads and how it performs against Core Web Vitals. It shows two separate readings: a lab test run on the spot and real-user field data collected from actual visitors over the past month.

Pagination (rel prev/next)

Pagination is how a website splits long content, like a product category or blog archive, across multiple numbered pages. Rel prev/next was an HTML tag that told Google which paginated pages belonged together in a series. Google stopped using rel prev/next as a ranking signal in 2019, though the underlying pagination problem it tried to solve still exists.

Paid Media Buyer

A paid media buyer is the person who plans, purchases and manages advertising space across channels like Google Ads, Meta, and programmatic display. They set budgets, choose targeting, run bids and optimise campaigns towards a cost per acquisition (CPA) or return on ad spend (ROAS) target.

Paid Reach

Paid reach is the number of unique accounts that see your paid social content at least once. Unlike impressions, which count every view including repeats, reach counts each person once regardless of how many times they saw the ad. It tells you how many distinct people your budget exposed to your message.

Paid Social

Paid social refers to advertising run on social media platforms, where you pay to reach users based on demographic, interest and behavioural data rather than search intent. Unlike search advertising, paid social interrupts users who are not actively looking for your product. Success depends heavily on creative quality and targeting precision rather than keyword relevance.

Paid Traffic

Website visitors who arrive through a paid advertising channel: Google Ads, Meta Ads, LinkedIn Ads, programmatic display or any other paid placement. Paid traffic is immediately scalable but stops as soon as ad spend stops.

Path Exploration

Path exploration is a report type in Google Analytics 4 (GA4) that shows the sequence of pages or events users move through on your site or app. It maps what happens before and after any point in the journey, helping you find where users drop off, loop back or take unexpected routes.

Path Length

Path length is the number of distinct marketing touchpoints a customer encounters before converting. A customer who clicks a paid search ad, then opens an email, then converts on a direct visit has a path length of three. It tells you how many interactions your funnel typically needs before someone buys.

Pattern Interrupt

A pattern interrupt is a deliberate break in the expected visual or audio rhythm of a feed, designed to stop someone mid-scroll. It works by breaking the brain's autopilot, the state where a person scrolls without consciously registering anything they're passing.

Payback Period

Payback period is the time it takes a business to earn back what it spent to acquire a customer, measured in months. It's calculated by dividing customer acquisition cost (CAC) by the monthly gross margin that customer generates. A shorter payback period means cash comes back faster and can be reinvested sooner.

PAYG (Pay As You Go)

Pay As You Go, or PAYG, is the Australian system for collecting income tax through the year rather than in one lump. It has two parts: PAYG withholding, where you hold back tax from wages and certain payments, and PAYG instalments, prepayments toward your own income tax. Both are reported on the Business Activity Statement.

Payroll Tax

Payroll tax is a state and territory tax on the total wages a business pays once that wage bill crosses a threshold. Each state sets its own threshold and rate. For marketers it is a hidden on-cost that makes growing an in-house team more expensive than headline salaries suggest, and it lands unevenly depending on where you employ people.

Peeking Problem

The peeking problem is what happens when you check an A/B test's results early and stop it as soon as one variant looks like it's winning. Doing this repeatedly inflates the chance of declaring a false winner, because random noise will eventually cross a significance threshold if you keep checking.

People Also Ask

People Also Ask is a Google search feature that displays a box of related questions mid-page on the search results. Each question expands to show a short answer pulled from a web page, alongside a link to the source. PAA boxes appear on most informational queries and have grown significantly as Google's search results have shifted toward answer-first formats.

Performance Agency

A performance agency is a marketing agency that's paid and judged on measurable outcomes such as leads, sales or return on ad spend (ROAS), rather than on brand awareness or creative reputation. It typically runs paid search, paid social and conversion rate optimisation (CRO) work built around trackable results.

Performance Marketer

A performance marketer is a specialist who runs and optimises paid acquisition channels, such as search ads, social ads and affiliate programs, and is judged on direct, trackable outcomes like cost per acquisition (CPA), return on ad spend (ROAS) and conversion rate, rather than on brand awareness or reach.

Performance Max

Performance Max (PMax) is a Google Ads campaign type that uses machine learning to automatically optimise and serve ads across all of Google's channels, including Search, Shopping, Display, YouTube, Discover and Gmail, from a single campaign. You provide creative assets, audience signals and conversion goals. Google handles placement, bidding and delivery decisions.

Permission Pass

A permission pass is the check a sending platform or marketer runs to confirm a contact has given valid, current consent to receive email before a campaign goes out. It confirms opt-in status, checks suppression lists, and blocks any recipient who hasn't affirmatively agreed to be contacted.

Perplexity

Perplexity is an AI answer engine. You ask a question and it gives a written answer built from live web sources, with citations linking to the pages it drew from. That citation behaviour is what sets it apart from a pure chat tool. For marketers it makes the goal concrete: to be one of the sources Perplexity cites when it answers a question in your market.

Perplexity and Answer Engines

Perplexity is an AI-powered search engine that synthesises answers from multiple web sources instead of returning a list of links. Answer engines broadly are AI tools that respond to queries with a generated summary, citing sources inline. They sit between traditional search and large language models, pulling from the live web to produce direct answers.

Personalisation

Personalisation is the practice of tailoring marketing messages, content, products and experiences to individual customers based on data about who they are, what they have done and what they are likely to want next.

Personalisation at Scale

Delivering individually relevant content, offers and experiences to large numbers of customers simultaneously using data, automation and conditional logic. Moves beyond segmented batch messaging toward one-to-one relevance.

Personalisation Tokens

Personalisation tokens are placeholders inside an email template that automatically pull in a subscriber's data, such as their first name, last product viewed or location, when the email sends. They let you write one template that renders differently for every recipient.

PII

PII stands for personally identifiable information. It's any data that can identify a specific person, either directly like an email address or full name, or indirectly when combined with other details like a postcode and date of birth. Marketers collect PII constantly through forms, pixels and customer relationship management (CRM) systems.

Pillar Page

A pillar page is a long-form piece of content that comprehensively covers a broad topic and serves as the central hub of a topic cluster. It targets a high-volume head keyword, covers the subject at a high level and links out to cluster pages that explore each subtopic in depth.

Pillar-Cluster Model

The pillar-cluster model is a content structure where one broad pillar page covers a topic at a high level and links out to several narrower cluster pages, each covering a specific subtopic in depth. The cluster pages link back to the pillar, forming a network that signals topical authority to search engines.

Pinned Content

Pinned content is a post an account manually fixes to the top of its profile or feed, regardless of when it was published. It overrides the usual reverse-chronological or algorithmic order, so it's the first thing a new visitor sees.

Pipeline

Pipeline is the total value of deals or leads currently moving through your sales or marketing process, from first contact to closed revenue. It tells you what you could earn, not what you have earned.

Pipeline Coverage

Pipeline coverage measures whether you have enough sales pipeline to hit a revenue target. It is total pipeline value divided by sales quota for the same period. A coverage ratio well above one is a common benchmark, meaning there is more open pipeline in play than the target you still need to close.

Pipeline Velocity

Pipeline velocity measures how quickly opportunities move through a sales pipeline and turn into revenue. It combines the number of qualified opportunities, win rate, average deal value and sales cycle length into a single number showing revenue generated per unit of time.

Pitch

A pitch is the presentation an agency or consultant delivers to a prospective client to win their business. It usually responds to a brief or a formal request for proposal (RFP) and sets out strategy, creative direction, team and cost before any contract is signed.

Pixel

A pixel is a snippet of JavaScript code placed on your website that sends behavioural data to an advertising platform, such as Meta or Google. It tracks which pages users visit, what actions they take, and whether they convert after seeing an ad.

Plain-Text vs HTML

Plain-text email is a message with no design, images or formatting, resembling a personal note. HTML email uses code to add layout, colour, images and buttons. The choice affects how an email looks, how spam filters treat it, and how recipients respond.

Platform-Native Content

Platform-native content is content made specifically for the format, tone and behaviour of one social platform, rather than repurposed from somewhere else. A native TikTok video looks like it was shot on a phone for TikTok. A native LinkedIn post reads like a person wrote it for LinkedIn, not a press release dropped in.

Platform-Native Content

Platform-native content is content created specifically for the format, audience behaviour and algorithm of a single platform, rather than content repurposed from elsewhere. A LinkedIn article is not the same as a Twitter thread is not the same as a TikTok video.

Pod Structure

Pod structure is a way of organising a marketing team or agency into small, permanent cross-functional units instead of siloed departments. Each pod typically combines a strategist, a creative and a media or content specialist, and owns a defined set of clients or brands from strategy through to execution.

Podcast Marketing

Podcast marketing involves either creating a branded podcast to build audience and authority, or advertising on existing podcasts to reach their established audiences. It is a long-form, trust-heavy channel best suited for brand building rather than direct response.

Points vs Cashback

Points and cashback are the two dominant loyalty program structures. Points give customers a currency redeemable for future purchases or rewards, encouraging repeat visits. Cashback returns a percentage of spend as real money, usually as account credit or a bank transfer, with fewer strings attached.

Position-Based Attribution

Position-based attribution, also called U-shaped attribution, assigns the most credit to the first and last touchpoints in a customer journey, with the remainder shared equally across any touchpoints in between. It reflects a belief that discovery and conversion are the most important moments, but that the middle steps still count.

Positioning

Positioning is the place your brand occupies in a customer's mind relative to competitors. It answers one question: why would someone choose you over the alternatives? Positioning is a strategic choice, not a tagline. It shapes every message, product decision and channel you run.

Post-Purchase Flow

A post-purchase flow is a sequence of automated emails or messages triggered after someone buys. It typically covers order confirmation, shipping updates, delivery follow-up and early re-engagement, aiming to build trust, reduce buyer's remorse and set up the next purchase.

Posting Cadence

Posting cadence is how often a brand publishes content on a given social channel and how consistently it sticks to that rhythm. It covers both frequency (daily, weekly) and reliability (same days, same times). Platforms and audiences reward predictability more than raw volume.

Postmaster Tools

Postmaster Tools is a free Google dashboard that shows how Gmail sees your email sending domain. It reports spam complaint rate, domain and IP reputation, authentication pass rates and delivery errors, all pulled from real Gmail inbox data rather than your email platform's self-reported numbers.

PPC

PPC stands for pay-per-click. It is a model of online advertising where you pay a fee each time someone clicks your ad. PPC ads appear in search results, social feeds, display networks and shopping platforms. The most common PPC platform in Australia is Google Ads.

Predictive Analytics

Predictive analytics uses statistical models and machine learning to forecast future outcomes based on historical data. In marketing, it is used to predict which leads will convert, which customers are likely to churn, and what a customer's lifetime value will be.

Predictive Audiences

Predictive audiences are segments built by Google Analytics 4 (GA4) using machine learning to identify users likely to take a specific action, such as making a purchase or churning within a set time window. GA4 analyses behavioural signals from your site or app and groups users by predicted probability rather than by past behaviour alone.

Predictive Lead Scoring

Predictive lead scoring is a method of ranking leads by their likelihood to convert, using a model trained on historical data instead of manually assigned points. It looks at patterns across past won and lost deals, then scores new leads by how closely they match the winning pattern.

Preference Centre

A preference centre is a page subscribers reach from an email that lets them choose what they receive instead of unsubscribing entirely. They might turn off promotional emails but keep order updates, or drop from weekly to monthly frequency. It gives people a middle option between everything and nothing.

Preheader

A preheader is the short line of text that appears next to or beneath the subject line in an inbox preview, before the email is opened. If you don't set one deliberately, most inboxes pull the first line of body copy instead, which is often unhelpful or repetitive.

Privacy & Data Compliance

Privacy and data compliance in marketing covers the legal obligations and ethical standards for collecting, storing and using consumer data. In Australia, the key framework is the Privacy Act 1988 and the Australian Privacy Principles (APPs), with the Consumer Data Right (CDR) expanding individual control over financial and energy data.

Privacy Act 1988

The Privacy Act 1988 is the Australian law that governs how organisations collect, use, store and disclose personal information. It is built on the Australian Privacy Principles and overseen by the Office of the Australian Information Commissioner. It applies to most medium and larger businesses and to some smaller ones depending on what they do.

Privacy Act vs GDPR

The Privacy Act is Australia's privacy law and the General Data Protection Regulation, or GDPR, is Europe's. Both protect personal information, but they differ in scope, thresholds and how strict their consent rules are. The GDPR is generally tighter. Australia's reforms are narrowing the gap, but being compliant with one does not automatically satisfy the other.

Privacy Policy

A privacy policy is a public statement of how your business collects, uses, stores and shares personal information. It tells people what data you gather, why, who you disclose it to and how they can access or correct it. For most businesses that collect personal data it is a legal requirement, and for marketers it is also the document that has to keep pace with every new tracking tool and data practice you add.

Privacy Sandbox

Privacy Sandbox is Google's set of proposed Chrome browser technologies meant to replace third-party cookies while still allowing some form of ad targeting and measurement. It groups users into interest cohorts and runs auctions inside the browser instead of tracking individuals across every site they visit.

Private Marketplace (PMP)

A Private Marketplace (PMP) is an invitation-only programmatic ad auction where a publisher offers inventory to a select group of buyers rather than the entire open exchange. Buyers bid through a Demand-Side Platform (DSP) using a private deal ID, usually against a set floor price.

Probabilistic vs Deterministic Matching

Deterministic matching links two data points using an exact, verified identifier like an email address or logged-in user ID. Probabilistic matching links data points using statistical likelihood, based on signals like device type, IP address and browsing patterns, when no exact identifier exists.

Product Information Management

Product Information Management (PIM) is a system that stores and organises product data such as descriptions, images, pricing and specifications in one central place. Businesses use a PIM to keep product listings consistent across a website, marketplaces, ad feeds and other sales channels.

Product Schema

Product schema is structured data added to a webpage's code that tells search engines exactly what a product is, including its price, availability, brand and review rating. It's what makes some search results show stars, prices and stock status directly on the results page, before a shopper even clicks through.

Product-Led Content

Product-led content is content that demonstrates a product's value by letting the reader use or experience part of the product itself, rather than just describing it. Think free calculators, interactive templates or embedded tools instead of a blog post explaining a feature.

Product-Qualified Lead

A Product-Qualified Lead (PQL) is a prospect who has used your product, usually through a free trial or freemium plan, and hit a usage milestone that signals genuine buying intent. Instead of guessing from a form fill, sales sees actual behaviour inside the product before reaching out.

Programmatic Advertising

Programmatic advertising is the automated buying and selling of digital ad space through software and real-time auctions. Instead of negotiating directly with a publisher, advertisers set targeting rules and bids, and software purchases the impressions automatically, often through Real-Time Bidding (RTB) that completes in milliseconds.

Programmatic Content

Programmatic content is web content generated at scale by combining a single template with a structured data source, such as location names, product specs or price lists. Instead of writing each page by hand, a business fills the same template thousands of times, one page per data row.

Programmatic SEO

Programmatic SEO is a technique for producing many landing pages automatically from a template and a data set instead of writing each page by hand. Each page targets a slightly different search query, such as a suburb, product variant or comparison pair. It works when the underlying data gives each page something genuinely unique to say.

Progressive Disclosure

Progressive disclosure is a user experience (UX) design principle where you show only the information or options someone needs right now, then reveal more as they ask for it or move forward. Instead of one dense screen, the experience unfolds in stages.

Prompt

A prompt is the instruction or question you give to an AI language model to produce a response. The quality of the output depends heavily on how the prompt is written. A vague prompt gets a generic answer. A specific, well-structured prompt gets something closer to what you actually need.

Prompt Engineering

Prompt engineering is the practice of structuring instructions to large language models (LLMs) to produce more accurate, useful or consistent outputs. It involves choosing the right context, format, constraints and examples to guide the model toward the result you actually want.

Protected Audiences

Protected Audiences is a Chrome browser feature that lets advertisers show remarketing ads without third-party cookies. Interest groups and auctions run locally inside the browser instead of on an ad server, so no single party sees a user's full browsing history. It's part of Google's Privacy Sandbox initiative.

Prototype

A prototype is a working draft of a website, app or product feature used to test how it looks and behaves before it's actually built. It ranges from simple clickable mockups to near-final interactive experiences, and exists to catch problems while changes are still cheap.

Pseudonymisation

Pseudonymisation is a data protection technique that replaces identifying details like name or email with an artificial code. The original identity can still be recovered using a separate key kept apart from the dataset, which is what makes it different from true anonymisation.

Psychographic Segmentation

Psychographic segmentation groups audiences by psychological characteristics: values, beliefs, attitudes, interests, lifestyle and personality. Unlike demographics (age, gender, income), psychographics explain why people make decisions, not just what decisions they make.

Purchase Frequency

Purchase frequency is how many times an average customer buys from you in a given period, usually a year. It's calculated by dividing total orders by the number of unique customers over that period. It's one of the three inputs used to work out lifetime value (LTV).

Purchase Probability

Purchase probability is a machine-learning score that predicts how likely a specific user is to complete a purchase within the next seven days. Google Analytics 4 (GA4) generates this score automatically for properties with enough conversion history, and it powers predictive audiences you can use in Google Ads.

Purpose Limitation

Purpose limitation is the rule that personal data collected for one stated reason can't be reused for an unrelated reason without fresh consent. If you collect an email for order confirmations, you can't quietly use it for marketing without telling the customer that's what you're doing.

Push Notification

A push notification is a short message sent directly to a user's phone, browser or app, even when they aren't actively using it. It appears on the lock screen or notification tray and is used for alerts, reminders and short promotional prompts.

Quality Score

Quality Score is Google Ads' 1-10 rating of how relevant and useful your keyword, ad and landing page are to someone searching. A higher score means Google shows your ad more often at a lower cost. It is built from three components: expected click-through rate, ad relevance, and landing page experience.

Quality Score Components

Quality Score components are the three factors Google Ads uses to build your Quality Score: expected click-through rate (CTR), ad relevance, and landing page experience. Each is rated below average, average or above average and combined into the single 1-10 score shown at keyword level.

Query Fan-Out

Query fan-out is when an AI search system takes one question and quietly breaks it into several smaller sub-queries before answering. It runs each sub-query, gathers results, then synthesises one reply. It's why answer engine optimisation (AEO) rewards content that covers a topic fully, not just one keyword.

Quiz as Lead Gen

A quiz used as lead gen is an interactive series of questions that captures an email address or contact detail in exchange for a personalised result. It works because people trade information for personalised feedback more readily than for a generic downloadable guide or discount code.

Radius Targeting

Radius targeting is a paid media setting that shows ads only to people within a set distance from a location, usually a store, clinic or service area. Instead of targeting a whole city or postcode list, you draw a circle around a point and set the radius in kilometres.

Rage Click

A rage click is when a visitor clicks the same spot on a page rapidly, usually three or more times in quick succession, because something isn't responding the way they expect. It's a frustration signal captured by session recording tools, and it almost always points to a broken or misleading page element.

Rate Card

A rate card is a published list of a provider's standard prices for their services, whether that is an agency's hourly rates, a publisher's advertising costs or a freelancer's project fees. It sets a transparent baseline for what things cost. In practice a rate card is often a starting point for negotiation rather than a fixed price, but it anchors the conversation and signals how a provider values its work.

Rate Limit

A rate limit is a cap on how many requests a system will accept from you in a given time window, such as 100 requests per minute. Platforms like Google Ads, Meta and CRMs use rate limits to protect their servers from overload and stop any single user from hogging capacity.

Re-Engagement Campaign

A re-engagement campaign is a set of emails sent to subscribers who have stopped opening, clicking or buying. The goal is either to win back their attention or to confirm they should be removed from the list. It's a deliberate attempt to separate the genuinely inactive from the merely quiet.

Reach

Reach is the number of unique individuals who saw your content or ad at least once, within a given time period. Unlike impressions, which count every view including multiple views by the same person, reach counts each person only once.

Reach and Frequency Buying

Reach and frequency buying is an advertising purchase method where you pay for a set number of people to see your ad a set number of times, rather than bidding in real time for clicks or conversions. Platforms like Meta and YouTube offer it for planned, fixed-budget brand campaigns.

Reach Throttling

Reach throttling is when a social platform deliberately limits how many followers see an organic post from a business or brand page. Platforms like Meta throttle reach to encourage advertisers to pay for distribution instead of relying on free organic posting to fans and followers.

Reactivation

Reactivation is the practice of winning back customers who used to buy or engage and have stopped. It usually runs through email, SMS or retargeting aimed specifically at lapsed segments, offering a reason to return rather than a reason to stay.

Real-Time Bidding

Real-time bidding (RTB) is a system where ad impressions are bought and sold through instant automated auctions, one at a time, as a webpage loads. Advertisers bid for the chance to show an ad to that specific visitor, and the whole auction resolves in the time it takes the page to render.

Real-Time Data

Real-time data is information that is collected, processed and made available for use immediately as events happen, with minimal latency. In marketing, it enables live campaign monitoring, instant personalisation triggers and immediate response to anomalies.

Real-Time vs Batch

Real-time and batch describe two ways data moves through a system. Real-time processing updates data the moment an event happens. Batch processing collects events and processes them together on a schedule, often hourly or daily. Most marketing stacks use a mix of both depending on what the data feeds.

Redirect Chain

A redirect chain is a sequence of two or more redirects a browser or search engine must follow before reaching the final page. URL A sends the visitor to URL B, which then sends them to URL C. Each hop adds delay and dilutes the signals search engines use to understand the page.

Reels

Reels are short-form vertical video content on Instagram and Facebook, designed for entertainment-first discovery. They are currently the highest-reach organic format on Instagram and are algorithmically favoured by Meta as a response to TikTok's growth.

Referral Exclusion

A referral exclusion tells your analytics platform to ignore a specific domain when it appears as a traffic source. Instead of starting a new session and crediting that domain with the visit, the platform continues the existing session. Most commonly used to stop payment gateways like Afterpay or PayPal from appearing as traffic sources in Google Analytics 4.

Referral Programme

A referral programme is a structured system that rewards existing customers for introducing new customers to a business. The reward might be a discount, credit or cash, and it's given to one or both parties once the referral converts into a paying customer.

Referral Rate

Referral rate is the percentage of your customers who refer at least one new customer over a given period. It's calculated by dividing the number of customers who made a referral by your total customer base, then multiplying by 100. It measures how often satisfaction turns into active advocacy.

Referral Traffic

Referral traffic is the visitors who arrive at your website by clicking a link on another website that is not a search engine. If someone clicks a link to your site in a news article, a partner's homepage or an industry directory, that visit is tracked as referral traffic in GA4 and other analytics platforms. It is one of four main traffic sources alongside organic search, paid search and direct traffic.

Referring Domain

A referring domain is a unique website that contains at least one link pointing to your site. Referring domain count is one of the strongest predictors of SEO authority: a site with links from 500 unique domains will almost always outrank a site with links from 50 domains, all else being equal.

Referring Domain Quality

Referring domain quality is a measure of how trustworthy, relevant and authoritative the websites linking to your site are, rather than simply how many link to you. A single link from a respected, relevant site typically outweighs dozens of links from low-quality or unrelated domains in Google's ranking calculations.

Regression to the Mean

Regression to the mean is the statistical tendency for unusually high or unusually low results to move back toward average on the next measurement, even with no change in strategy. It explains why a record-breaking campaign week is rarely repeated and why a terrible month often self-corrects without intervention.

Remarketing

Remarketing is the practice of showing ads to people who have already interacted with your business: visited your website, watched your video, opened your app or appeared in your customer list. It targets warm audiences rather than cold ones, using prior behaviour as a signal of intent.

Render Budget

Render budget is the finite time and computing resource Google allocates to running a page's JavaScript before indexing it. If a page needs JavaScript to show its content and Google's render budget runs out first, that content may never make it into the index at all.

Repeat Purchase Rate

Repeat purchase rate is the percentage of your customers who have bought from you more than once. It's calculated by dividing the number of customers with two or more orders by your total customer count over the same period. It's one of the clearest signals of whether customers actually like what you sell.

Replenishment Flow

A replenishment flow is an automated email or SMS sequence that reminds customers to reorder a product right before it's likely to run out. It's built around the estimated usage cycle of a consumable item, like coffee, skincare or pet food, rather than a fixed calendar date.

Reputation Management

Reputation management is the practice of monitoring and shaping how a business is perceived, especially online. It covers reviews, search results, social conversation and press. Done well it is mostly about being genuinely good and responding well when things go wrong. Done badly it becomes an attempt to bury or fake perceptions, which tends to backfire.

Responsive Design

Responsive design is a web design approach where a site's layout, images and text automatically adapt to display correctly across different screen sizes, from desktop monitors to tablets to mobile phones. Google uses the mobile version of websites as the primary version for indexing and ranking.

Responsive Search Ads

Responsive Search Ads (RSA) are the standard Google Ads search ad format. You supply up to 15 headlines and 4 descriptions, and Google's algorithm assembles and tests different combinations for each search, learning which pairings perform best for a given query and searcher.

Retail Media

Retail media is advertising bought inside a retailer's own digital properties, like sponsored product listings on Amazon or banner ads on the Woolworths app. Retailers sell this space using their first-party purchase data to target shoppers who are actively browsing or buying, often at the exact moment of decision.

Retainer

A retainer is an ongoing arrangement where a business pays a marketing agency, consultant or freelancer a set fee each month in exchange for continuing work, rather than paying per project. It buys reserved capacity and continuity: the provider keeps working on your marketing month after month, and you get a predictable cost and a partner who builds knowledge of your business over time.

Retainer vs Project

A retainer is an ongoing agreement where a client pays an agency or contractor a fixed amount each month for a set scope of work. A project is a one-off engagement with a defined start, end and deliverable. Businesses choose between them based on whether the work is continuous or has a clear finish line.

Retargeting

Retargeting is a paid advertising technique where ads are shown specifically to people who have already interacted with your business, by visiting your website, watching a video, or appearing in a customer list. It is used to re-engage people who did not convert on their first visit.

Retention Rate

Retention rate is the percentage of customers a business keeps over a defined period. Calculated as customers at the end of the period minus new customers, divided by customers at the start, expressed as a percentage. It is the direct inverse of churn rate.

Retention vs Loyalty

Retention is whether a customer keeps buying from you. Loyalty is whether they keep buying because they want to, not because switching is annoying. A retained customer stays out of habit, contract or convenience. A loyal customer stays because they'd miss you if you were gone.

Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG) is a technique where an AI model searches a knowledge base for relevant information before generating a response. Instead of relying only on what it learned during training, the model retrieves current, specific content and uses it to construct its answer. The result is more accurate and grounded output.

Revenue Operations

Revenue Operations (RevOps) is the function that aligns marketing, sales and customer success around one shared set of data, processes and tools. Instead of each team running its own systems and definitions, RevOps builds a single view of the customer journey so revenue reporting means the same thing to everyone.

Revenue Per Email

Revenue Per Email is the average dollar amount a single email generates, calculated as total campaign revenue divided by the number of emails delivered. It turns vague engagement metrics like open rate and click-through rate (CTR) into a single number tied directly to money.

Revenue Per Recipient

Revenue Per Recipient (RPR) is the average revenue generated by each email sent in a campaign. It's calculated by dividing total campaign revenue by the number of recipients, giving a single number that connects email activity directly to sales rather than stopping at opens or clicks.

Reverse ETL

Reverse ETL is the process of taking data already collected in a data warehouse and pushing it back out into the tools a business uses daily, like a CRM, email platform or ad platform. It's the mirror image of ETL (Extract, Transform, Load), which pulls data into the warehouse in the first place.

Reverse IP Lookup

Reverse IP lookup is the process of matching a visitor's IP address back to the company or organisation it belongs to, rather than to an individual. B2B marketers use it to identify which businesses are browsing their website, even when no form has been filled out.

Review Schema

Review schema is structured data added to a web page's code that tells search engines a page contains reviews or ratings. When implemented correctly it can trigger star ratings, review counts and pricing snippets directly in search results, known as rich results.

Reviews as Ranking Signal

Reviews as a ranking signal refers to the way customer reviews on platforms like Google Business Profile influence how a business appears in local search results and the map pack. Volume, recency, rating and the presence of keywords in review text all feed into how search engines assess a business's relevance and trustworthiness.

RFM

RFM stands for Recency, Frequency and Monetary value. It's a customer segmentation method that scores each customer on how recently they bought, how often they buy and how much they spend. The three scores combine into a single profile used to group customers for targeted email marketing and retention campaigns.

RFP

RFP stands for Request for Proposal. It's a formal document a business issues when shopping for a marketing agency or supplier, asking several vendors to respond in writing with their approach, cost and timeline. Businesses use RFPs to compare vendors against the same brief, though the format doesn't always surface the best agency for the job.

Rich Results

Rich results are search engine results that display more than a basic blue link and description. They include visual enhancements like star ratings, FAQs, product prices, recipe images and event dates. Rich results are enabled by adding structured data markup to your pages in a format Google can read.

Right to Erasure

Right to erasure is a person's ability to ask an organisation to delete the personal data it holds about them. It comes from the European Union's General Data Protection Regulation (GDPR) and is sometimes called the right to be forgotten. Australian businesses encounter it when they hold data on European Union residents or when local privacy reform mirrors the concept.

ROAS

ROAS stands for return on ad spend. It measures how much revenue you generate for every dollar spent on advertising. A ROAS of four means you got four dollars back for every one you put in. Calculated as revenue attributed to ads divided by total ad spend over the same period.

robots.txt

robots.txt is a plain text file that sits at the root of your website and tells search engine crawlers which pages or sections they should and should not crawl. It follows the Robots Exclusion Protocol, a widely-adopted convention that well-behaved crawlers respect.

ROI

Return on Investment (ROI) measures how much financial return you get relative to what you spent. In marketing, it's calculated as revenue minus investment, divided by investment, expressed as a percentage. A positive ROI means you made more than you spent. A negative ROI means you didn't.

Round-Robin

Round-robin is a lead distribution method that assigns incoming leads to team members in a fixed rotating order, one after another. Each rep gets a turn before the cycle repeats, so no one person is flooded while others sit idle. It's built into most customer relationship management (CRM) and lead routing tools.

Rule of 40

The Rule of 40 is a benchmark used mostly in software as a service (SaaS) businesses. It says a healthy company's revenue growth rate percentage plus its profit margin percentage should add up to 40 or more. A company can lean heavily on either side of the equation.

Rules-Based vs Algorithmic

Rules-based attribution assigns credit to marketing touchpoints using fixed, human-defined logic, such as last-click or first-click. Algorithmic attribution uses statistical models to estimate each touchpoint's contribution based on historical conversion patterns. The difference is who decides how credit flows: you, or the data.

SaaS Quick Ratio

SaaS Quick Ratio is a growth efficiency metric that compares monthly recurring revenue (MRR) gained against MRR lost. It divides new MRR plus expansion MRR by churned MRR plus contraction MRR. A ratio above one means a business is growing revenue faster than it's losing it.

Safe Zones

Safe zones are the margins inside an image or video frame where important content, such as text, logos or a call-to-action, must sit to avoid being cropped, covered by platform interface elements, or cut off when the file is resized for a different aspect ratio.

Sales Cycle

The sales cycle is the sequence of stages a prospect goes through from initial awareness of your business to completing a purchase. It encompasses awareness, consideration, intent, decision and post-purchase. The length of a sales cycle varies dramatically by industry and product type, from minutes (impulse consumer purchases) to months or years (enterprise software, commercial property). Understanding your sales cycle directly determines what marketing content and touchpoints you need at each stage.

Sales Cycle Length

Sales cycle length is the average time it takes a lead to move from first contact to a closed deal. It's calculated by tracking the number of days each won deal took, then averaging across a set period. Shorter isn't automatically better. It depends on deal size and complexity.

Sales-Led vs Product-Led

Sales-led growth (SLG) is a go-to-market model where a sales representative drives the buying decision through demos, negotiation and relationship building. Product-led growth (PLG) is a model where the product itself, usually through a free trial or freemium tier, drives adoption and conversion with little or no sales involvement.

Salesforce

Salesforce is a customer relationship management (CRM) platform used to track leads, manage sales pipelines and store customer data. It's one of the largest CRM providers globally, popular with mid-market and enterprise businesses that need heavy customisation and integration across sales, marketing and service teams.

Sample Size

Sample size is the number of observations, visitors or responses needed in a test or survey before the results can be trusted. In marketing, it determines how long an A/B test must run, how many survey respondents you need, or how many data points a conversion rate claim requires to be statistically valid.

Sampling

Sampling in analytics is when a platform calculates your report using a subset of your data rather than all of it. The result is an estimate, not an exact count. Sampling happens when a query is too large for the platform to process in full within its resource limits.

Save Rate

Save rate is the percentage of people who bookmarked a piece of content out of everyone who saw it. Calculated as total saves divided by reach, multiplied by 100. Instagram and TikTok both track it because a save is a stronger intent signal than a like.

Scams Prevention Framework

The Scams Prevention Framework (SPF) is an Australian law that forces designated industries to prevent, detect, disrupt and respond to scams targeting their customers. It sets legal obligations for banks, telcos and digital platforms first, with other sectors expected to follow as the framework expands.

Schema

Schema is a standardised code format that tells search engines exactly what's on a page, like marking a paragraph as a recipe, a review, an FAQ or a product listing. It doesn't change what a visitor sees. It changes what Google understands, which can earn richer search results like star ratings or FAQ dropdowns.

Schema for LLMs

Schema for large language models (LLMs) refers to structured data markup and content architecture choices that help AI systems accurately read, interpret and represent your business in generated responses. It builds on classic Schema.org markup but extends to how content is structured, labelled and made unambiguous for machine consumption.