Content Marketing Terms

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...

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 singl...

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 A...

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 st...

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 r...

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 si...

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 cult...

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) to...

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 soc...

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...

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, prod...

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....

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...

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.

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-powere...

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...

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 w...

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 go...

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...

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 publi...

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...

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

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 cov...

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 d...

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....

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 act...

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 mai...

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 l...

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 soc...

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 val...

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 c...

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, a...

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. T...

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 up...

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 met...

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 fo...

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 lon...

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...

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 peop...

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 i...

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 structu...

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 lea...

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

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...

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 th...

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 forma...

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...

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....

Generative creative refers to advertising and marketing assets, including images, copy, video and audio, produced wholly or substantially by generative artificial intelligence (AI)...

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 the...

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...

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...

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 mark...

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 cont...

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 a...

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 s...

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...

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,...

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...

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 cov...

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, cov...

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...

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 ca...

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 o...

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 prom...

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 righ...

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...

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...

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 wh...

Short-form video is vertical, mobile-first video content typically under 60 to 90 seconds, distributed through algorithmic feeds on TikTok, Instagram Reels and YouTube Shorts. It i...

The skyscraper technique is a content and link-building method where you find a piece of content that already ranks well and attracts backlinks, create something noticeably better...

A style guide is a written set of rules for how a business writes and formats content. It covers grammar choices, spelling, punctuation, capitalisation, terminology and tone. It ex...

A system prompt is a set of instructions given to an AI language model before any user conversation begins. It defines how the model should behave: its tone, persona, what topics t...

Temperature is a setting that controls how predictable or varied a large language model's (LLM) output is. A low temperature produces focused, consistent responses. A high temperat...

Template as content is a content marketing approach where the piece of content is a usable tool, such as a spreadsheet, checklist or framework document, rather than an article expl...

Thought leadership is content that demonstrates genuine expertise and a distinct point of view. It builds authority and trust over time by offering insight that your audience canno...

Tool as content is a content marketing approach where a business publishes a working tool, such as a calculator, checker or generator, instead of an article, to attract search traf...

A topic cluster is a group of interlinked content pages built around a central theme. One comprehensive pillar page covers the broad topic. Multiple cluster pages explore subtopics...

A tripwire is a low-priced, low-risk offer designed to convert a prospect into a paying customer for the first time. It's usually priced near cost or at a small loss, with the real...

An ultimate guide is a long-form piece of content designed to cover every major aspect of a topic in one place. It's built to rank for a broad, high-volume search term by being mor...

User-generated content (UGC) is any content created by customers or users rather than the brand itself — reviews, photos, videos, social posts. It typically outperforms brand-produ...

Video marketing is using video content to reach, engage and persuade an audience, across short social clips, long-form content, ads, demos and more. Video wins on attention, its ab...

A video series is a set of videos published under a shared format, title and recurring structure, designed to be watched repeatedly by the same audience over time. Unlike a one-off...

Viral marketing is growth driven by existing users sharing content or inviting new users. A viral coefficient above 1 means each user generates more than one new user — producing e...

A webinar is a live or recorded online presentation or workshop attended by a remote audience. In marketing, webinars attract high-intent prospects willing to invest time in learni...

A white paper is a comprehensive, authoritative document on a specific topic — usually presenting research, analysis or a detailed solution to an industry problem. In marketing, wh...