Cloudflare launches dashboard tools to measure agent access and AI citations
What this answers
- What is Cloudflare Agent Readiness?
- A dashboard tool Cloudflare launched August 6, 2026 that audits how well AI crawlers and agents can discover, access, and parse a site, covering robots.txt and sitemap rules, content machine-readability, and agent-callable APIs.
- What does Cloudflare's Answer Engine Optimization tool track?
- Cloudflare's AEO tool, in early access as of August 6, 2026, measures citation rate, citation prominence, brand mention rate, share of voice against competitors, and industry-fit score by querying AI models with realistic customer prompts.
Cloudflare added two tools to its dashboard on August 6: Agent Readiness, a technical audit of how well AI crawlers and agents can discover and read a site, and Answer Engine Optimization, which tracks citation rate, citation prominence, brand mention rate, and share of voice by querying AI models with realistic customer prompts. Agent Readiness is live now; AEO is in early access.
Why it matters: It's the network-layer vendor with the most crawler traffic data now selling AI-visibility measurement directly from the dashboard, joining a field the IAB flagged this month as fragmented enough to need disclosure standards.
The record: Cloudflare
Glossary: Answer engineAEOAI crawlers
Posted to the wire August 6, 2026. Edited by Joe Balewski.