Cloudflare launches the AEO Visibility Dashboard to help website owners track whether their brands appear in AI-generated answers, addressing emerging blind spots as discovery shifts from traditional search to chatbots and AI assistants.
Cloudflare has unveiled an AEO Visibility Dashboard, a new tool aimed at helping website owners work out whether their brands are appearing in AI-generated answers when people ask relevant questions. The dashboard is part of Cloudflare’s broader Answer Engine Optimisation effort and is designed to address a growing blind spot for marketers as discovery shifts away from conventional search results and towards chatbot and assistant responses.
The company says the dashboard sits alongside its Agent Readiness tool, which checks whether AI systems can reach and read a website in the first place. Together, the products are intended to show both access and influence: whether AI agents can find a site and whether that site is later cited or mentioned in an answer.
Cloudflare says the dashboard measures four signals: citation rate, prominence, mention rate and share of voice. Citation rate shows how often a site is used as a source, while prominence is meant to indicate how early a citation appears and how much of the answer is attributed to that source. Mention rate tracks how often a brand is named, and share of voice compares a brand’s visibility with rivals on the questions that matter most to customers.
Stephanie Cohen, Cloudflare’s chief strategy officer, said the move reflects a major change in how people discover information online. Speaking in Cloudflare’s announcement, she said the old model of being found through page rankings is no longer enough and argued that brands often do not know whether they are being included in AI conversations at all. She also said Cloudflare’s position at the network layer gives it access to real crawl and referral signals rather than the sample prompts used by some competing tools.
The launch also speaks to wider anxiety among publishers, retailers and other site owners over how AI systems use web content and what that means for traffic. Cloudflare says its AI Operator Activity product can show which systems are crawling content, which send visitors back and what errors they encounter. The company has also framed the new dashboard as a way to help brands decide where to direct content spend, distinguish between awareness and authority problems and better understand how they appear alongside competitors.
Cloudflare has been building out a broader analytics and observability portfolio for some time. It introduced Radar in 2020 to provide real-time insight into internet trends, traffic patterns and security threats, and it launched Observatory and Smart Shield in September 2025 to help site owners understand how their websites are perceived and improve performance. In March 2026, it also announced AI Security for Apps, a service focused on detecting and mitigating threats to AI-powered applications. The new AEO Visibility Dashboard is available in early access.
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