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BCG Says Agentic Customers Are Already Here. Most Businesses Are Still Marketing to Passive Ones.

When the customer is a machine, your brand story matters less than your structured data.

Filip Ivanković··3 min read
3 min read

Boston Consulting Group published a report this week arguing that the next disruption in marketing is not about how businesses use AI. It is about how customers use it.

The concept is "agentic customers." These are consumers who delegate purchase research, comparison and even transactions to AI agents. Think ChatGPT recommending a specific product, a personal AI assistant rebooking your regular supplies, or an agent scanning subscription options and switching providers automatically. BCG estimates that by 2027, up to 25% of online purchase decisions in developed markets will involve an AI agent at some point in the journey.

25%

Of online purchase decisions expected to involve AI agents by 2027, according to BCG

This is not theoretical. Google's AI Overviews already synthesise product recommendations. Apple Intelligence summarises reviews and surfaces purchase options. Amazon's Rufus answers product questions and guides buying decisions. These are early-stage agents, but they are already shaping what consumers see, consider and buy.

The implications for marketing are significant. Traditional brand awareness works because humans remember ads, recognise logos and develop preferences over time. An AI agent does not care about your television spot. It cares about your product specifications, pricing structure, availability data and review sentiment. The marketing strategies that win with agentic customers look more like SEO and data management than creative campaigns.

Why it matters

Most Australian businesses are still optimising for human decision-makers. Their websites assume a person is browsing. Their content assumes someone is reading. Their conversion funnels assume emotional triggers and social proof drive action. None of those assumptions hold when the "customer" is an algorithm comparing structured product data across providers.

BCG's report is not saying human customers disappear. It is saying a growing share of the purchase journey will be mediated by AI, and businesses that are not machine-readable will become invisible to that layer. This is the same pattern that played out with search engines 20 years ago. Businesses that did not optimise for Google became invisible to a generation of buyers. The agentic layer is the next version of that.

What to do about it

Audit your machine readability. Can an AI agent extract your product specs, pricing, availability and shipping terms from your website without parsing marketing copy? If not, you have a structured data problem.
Invest in schema markup. Product schema, FAQ schema, review schema and offer schema make your business legible to AI agents. This is table stakes, not a competitive advantage.
Build for API-first discovery. Consider whether your product catalogue should be accessible via API for agent-based comparison tools, not just via a website designed for human browsing.
Do not abandon brand. Human customers still exist and still respond to brand. The shift is additive, not replacement. But your brand investment needs to be complemented by a data layer that agents can consume.
Watch the intermediaries. If AI agents consolidate purchase decisions, the businesses that control the agent platform (Google, Apple, Amazon) gain enormous leverage over which products get recommended.

The agentic customer is not coming. It is already here, just unevenly distributed.

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Filip Ivanković
Filip IvankovićFounder, New Rebellion

10+ years leading performance marketing across agencies and in-house teams in Australia. Writes about the gap between marketing activity and commercial outcomes, and what it takes to close it.

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