
Until now, Webflow AEO Analytics (available to Analyze for Enterprise customers) gave you a visibility score based on ChatGPT responses alone. Useful, but partial. Because your brand doesn't speak the same language to every AI model.
Webflow is fixing that with two concrete additions:
In practice, you're no longer just reading "your brand is mentioned in 12% of responses." You're reading what the AI actually says, word for word. You can see where it positions you, how it describes you, and above all, who it cites in your place when you're missing from the answer.
A visibility score on its own is a compass with no map. It tells you there's a problem, but not where it is or why. The full response view gives you the context: the tone used, your brand's ranking within the answer, the competitors mentioned instead of you.
And Webflow isn't stopping there: MCP and API access has already been announced for the next phase, so you can plug your own analysis tools (sentiment, accuracy checks) directly into this data, across all your tracked prompts and topics.
| AEO Analytics update | What it brings |
|---|---|
| Multi-LLM tracking | Prompts now run on Claude and Gemini, in addition to ChatGPT |
| Model filter | Compare coverage across LLMs in the AI Discovery dashboard |
| Full response view | Exact verbatim from each AI, per prompt, day by day |
| MCP and API access (coming) | Plug in your own analysis tools (sentiment, accuracy checks) on the data |
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Great news, and not just a cosmetic update. Here's why.
Every generative AI builds its own view of the world from different sources and different weightings. A brand that's highly visible on ChatGPT can be completely absent from Claude's or Gemini's answers. Relying on a single model means flying blind over two-thirds of the landscape.
What we particularly like is the full response view. A numerical score, however elegant, never tells you why. Being able to read the exact verbatim turns an abstract metric into a real action plan: which content to strengthen, which page to create, which angle to fix so the AI cites you correctly.
One catch, unsurprisingly: this feature remains exclusive to the Analyze for Enterprise plan. A logical call from a business standpoint, but one that leaves smaller marketing teams out in the cold, even though they're just as concerned about their visibility in AI responses.
For brands that have already invested in AEO, this update confirms one thing: Webflow isn't treating this as a marketing gimmick, but as a genuine strategic focus, with a roadmap that keeps expanding (MCP, API, multi-LLM support). This is exactly the kind of signal that reinforces what we at Mazette.co already believe: AI visibility now has to be part of any serious content strategy.
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