Topic
Generative engine optimisation: being cited by AI answers rather than ranked by search results.
71 marks · first on 3 May 2026 · latest on 28 July 2026
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OpenAI is hiring vendor management roles that only make sense if third parties will resell its ad inventory, signalling a reseller model of the kind Meta and Google run, well before any public ad product. Paid placement inside AI assistants is arriving faster than most brand teams have planned for. The window where AI answers are purely earned is closing, and it is closing on a hiring timeline, not a product timeline.
Creators are reshaping their output, long form YouTube, niche expertise, earned press coverage, specifically to become the sources AI assistants trust and cite, and brands are starting to steer budgets toward the creators models surface. AI visibility is becoming a creator selection criterion. The ones cited are the ones with earned depth, not the biggest paid reach.
Brands are shifting spend into content and creators to earn visibility inside AI generated answers rather than betting on paid placements in AI search, where ROI is still unproven. To be cited by an AI engine you need credible, abundant earned content, not ads. Being cited is won, not bought.
The expanded partnership speeds product discovery and embeds Maybelline's virtual try-on directly inside ChatGPT, targeting zero-click search and faster AI assisted production. The discovery angle matters more than the production one: the brand-in-the-chatbot play is moving from experiment to roadmap.
AI search systems surface earned coverage as a trust signal, which makes placement more valuable than it has been in years. Havas now runs a merged media model with earned, social and influencer woven into one programme. Her sharpest line is on measurement: share of voice has moved from volume to quality, it is no longer about "nine gazillion impressions" but who saw it and how they engaged.
The consolidated view of the month, including OpenAI's move from February ad tests to a self serve Ads Manager. The number that reframes the stakes: ChatGPT reportedly handles around 50 million shopping queries a day, which puts an ad channel at the exact point where people research and buy, outside the search and social duopoly.
A self serve Ads Manager launched 5 May, letting US businesses run CPC campaigns inside ChatGPT conversations with no minimum spend. 100 million dollars of revenue in the first six weeks, a 2.5 billion target this year and 100 billion annually by 2030, with the UK, Mexico, Brazil, Japan and South Korea next. Ads are contextually targeted without conversations being shared with advertisers, a different model from search or social.
Gemini embedded across the whole marketing stack, with Ask Advisor as a unified agent working across Ads, Analytics, Merchant Center and the Marketing Platform. The move is from AI assisted to AI executed: agents act rather than recommend. The number to keep: pages holding top three rankings see 18 to 34 percent CTR declines once an AI generated answer sits above the fold.
Two moves in one month. OpenAI formally enters advertising with an Ads Manager platform, which puts brand visibility inside conversational AI on the table and makes GEO a media question, not only an SEO one. Meta ships AI connectors letting advertisers manage Meta ads from external AI platforms and workflow tools: the walled garden is getting API doors.
As AI agents mediate discovery and purchase, BCG argues brands must optimise for two things: discoverability (being findable by the agent) and desirability (being genuinely wanted by the human the agent serves). Projected impact: 5 to 10 percent incremental top line growth and 15 to 20 percent cost efficiency. Nearly 90 percent of CMOs are experimenting, fewer than 10 percent have deployed end to end workflows.
Generative Engine Optimization means optimising for inclusion in AI generated answers rather than for search rankings. LLM referrals are up 800 percent year over year (Semrush). The structural point: AI search engines trust third party sources over brand owned content, so earned media and creator reviews become AI visibility assets. 47 percent of brands still have no GEO strategy.
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