Can AI systems use your website?
Crawlers discover and retrieve content. Browser agents interact with rendered pages for users. We measure the signals each access mode can use.
The shift
IsAgentReady measures machine-readable web signals used across discovery, structured data, semantics, protocols, and security. These static signals do not predict citation or agent task outcomes.
GPTBot, ClaudeBot, Amazonbot, Google-Extended, and 9 more
Across 5 weighted categories
We test a fetchable HTML signal
Our scanner fetches raw HTML without executing JavaScript. This measures what fetch-only crawlers and non-rendered retrieval can access, while browser agents may also use rendered page signals.
Fetchable HTML perspective
Our scan evaluates the initial HTML response. It does not simulate every agent: browser agents may combine the rendered DOM, accessibility tree, and screenshots, while fetch-only crawlers and non-rendered retrieval may not execute JavaScript. Serve important content in fetchable HTML, then test interactive journeys in a browser.
Every AI bot, individually
We parse your robots.txt for all 13 major AI user agents, both crawlers (GPTBot, Google-Extended, Bytespider) and search/assistant bots (ChatGPT-User, ClaudeBot, PerplexityBot). Each has different crawling behavior and purpose.
Emerging protocols
We report supported A2A Agent Card, MCP discovery, and agents.json signals. WebMCP observations are shown separately as experimental, non-scored evidence.
Actionable code snippets
Every failed checkpoint comes with a prioritized recommendation and copy-paste code to fix it. Your report includes per-checkpoint pass/fail results, specific fixes, and a radar chart of your five category scores.
Scan and fix from your editor. Install the MCP server to scan, and AI skills to fix.
claude mcp add isagentready-mcp -- npx -y isagentready-mcp
codex mcp add isagentready-mcp -- npx -y isagentready-mcp
gemini mcp add isagentready-mcp -- npx -y isagentready-mcp
docker run -i --rm ghcr.io/bartwaardenburg/isagentready-mcp
/plugin marketplace add bartwaardenburg/isagentready-skills
git clone https://github.com/bartwaardenburg/isagentready-skills.git ~/.cursor/skills/isagentready-skills
git clone https://github.com/bartwaardenburg/isagentready-skills.git ~/.agents/skills/isagentready-skills
git clone https://github.com/bartwaardenburg/isagentready-skills.git ~/.codeium/windsurf/skills/isagentready-skills
git clone https://github.com/bartwaardenburg/isagentready-skills.git ~/.agents/skills/isagentready-skills
gemini skills install https://github.com/bartwaardenburg/isagentready-skills.git
git clone https://github.com/bartwaardenburg/isagentready-skills.git ~/.config/agents/skills/isagentready-skills
Built by a practitioner
IsAgentReady exists because the standards are moving fast and most websites are being left behind.
Bart Waardenburg
AI Agent Readiness Expert - The Hague, NL
The web is going through one of its biggest shifts since mobile. AI agents are starting to browse on behalf of people, and new standards like MCP, WebMCP, and llms.txt are rewriting how that works. I find it genuinely fascinating to dig into these protocols and figure out what they mean for the websites we build. IsAgentReady started from that curiosity: making this shift concrete and measurable, so businesses can see where they stand and what to improve.
Dive deeper
Learn how ChatGPT, Google, and Claude decide which websites to cite in their AI-generated answers.
Does Schema Markup Get You Cited by AI? What the Data Actually Shows
A 2026 Ahrefs study tracked 1,885 pages adding schema markup. AI-search citations barely moved. We cover what structured data proves and what drives citations.
Content Negotiation for AI Agents: Why Sentry Serves Markdown Over HTML
Sentry serves markdown through HTTP content negotiation and saves agents 80% of tokens. We cover Accept headers, markdown delivery and redirects.
Cloudflare /crawl Endpoint: One API Call to Crawl Any Website
Cloudflare's /crawl endpoint crawls a whole website with one API call and returns HTML, Markdown or JSON. We cover robots.txt, sitemaps and SSR.
Frequently asked questions
Common questions about AI agent readiness, how we measure it, and what you can do to improve your score.
Explore more
Measure applicable web signals and get a prioritized action plan.