Cloudflare adds agent readiness and AEO tools to dashboard
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Cloudflare announced on 6 August 2026 that it has integrated its previous work on Agent Readiness directly into the Cloudflare dashboard. Alongside this integration, the company added a new Answer Engine Optimization tool. According to Cloudflare, fewer than half of all HTML page requests now originate from humans, prompting the need for tools that help site owners understand if AI assistants can use their sites and whether those assistants are recommending them.
Diagnostics and effort groupings
The diagnostics feature scans a site the way an agent reads it, checking robots.txt, sitemaps, response headers, Markdown copies, and published metadata. Cloudflare states that diagnostics runs these checks against a hostname and returns results as pass, fail, or neutral with an evidence trail. The checks are grouped by effort into quick wins, technical groundwork, advanced integration, and commerce. Quick wins cover crawler-readable files and Markdown for agents, while technical groundwork includes Content Signals and API catalogs. Advanced integration contains Model Context Protocol and agent cards, and commerce lists payment standards such as x402 and Agent Commerce Protocol, though commerce checks remain informational and are not counted in the score.
Answer engine optimization tracking
The new Answer Engine Optimization tab reveals whether AI assistants recommend a site or a competitor when responding to user queries in a given category. Cloudflare reports that the tool infers a site's industry and category, then probes leading assistants including Anthropic's Claude and OpenAI's GPT with customer prompts. This process generates metrics such as citation rate, prominence, mention rate, and share of voice. The company builds a category benchmark by querying AI assistants with likely prompts before scoring any specific site.
Is it worth it?
The post does not state any pricing for the Agent Readiness and Answer Engine Optimization tools. A site owner would have to check their Cloudflare dashboard to see if these features are available on their current plan before deciding whether to rely on them.
Sources
- From ranking to recommended: get your site ready to thrive in the age of AI agents — Cloudflare, 6 August 2026