For the better part of four years, marketers have been operating with a particular kind of blindness: they could not tell whether the conversational artificial intelligence systems that are increasingly answering consumer queries were saying anything about them at all, let alone anything flattering.
That blind spot is about to narrow, at least somewhat.
Cloudflare, the content distribution network that routes a considerable portion of the world's web traffic, announced on Thursday that it is introducing a tool that shows brands whether AI assistants like ChatGPT and Gemini are citing, mentioning, or recommending them. The company is calling it the AEO Visibility Dashboard — AEO standing for "answer engine optimization," a phrase that will no doubt proliferate in pitch decks before the month is out.
The dashboard, which launches in early access, is the second component of what Cloudflare has branded its Answer Engine Optimization Suite. The first element, called Agent Readiness, addressed a more fundamental question: whether AI crawlers can even access and read a brand's website in the first place. The new tool moves one step further down the funnel, measuring what happens after an agent has done its crawling.
The timing is not incidental. AI-powered answer engines have been steadily displacing traditional search results as the first place consumers encounter brand information, a shift that has left marketers squinting at traffic dashboards that were built for an older architecture (and an older set of anxieties).
Whether brands will find the visibility comforting or alarming remains to be seen. Knowing that a chatbot is not recommending you is, after all, only marginally better than not knowing anything at all.
Original story published in adweek.com: "Cloudflare Wants to Tell Brands If AI Is Recommending Them"