Is this page readable for AI search? Crawler access, structure and citability checks, runs locally.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Is this page readable for AI search? One command answers it: crawler access, structure, and citability for ChatGPT, Perplexity, Claude, and Google AI β scored 0β100 with concrete findings.

Everything runs on your machine. No account, no API key, no telemetry β nothing is ever sent to geo-tool.com. The score is computed by the same engine as the free website audit on geo-tool.com, so the number here matches the number there.
geo-tool-check β
Node 18+, zero runtime dependenciesio.github.shufflethis/geo-tool-check
(stdio server, ships in the package)https://www.geo-tool.com/mcp (Streamable
HTTP) Β· manifest
/.well-known/mcp.jsoncheck_citability scores a text passage
with no network request at all--min-score 70 turns the score into an exit codeNot for measuring whether AI answers actually mention your brand β that is a different measurement: the hosted geo-tool.com workspace checks real ChatGPT, Perplexity, and Gemini answers for your buying-intent questions daily.
| I want to⦠| Run |
|---|---|
| Score a page | npx geo-tool-check example.com |
| See which AI crawlers robots.txt blocks | npx geo-tool-check example.com --crawlers |
| Gate a deploy in CI | npx geo-tool-check https://example.com --min-score 70 |
| Get machine-readable output | npx geo-tool-check example.com --json |
| Use it from an AI agent (MCP) | npx geo-tool-check --mcp β setup guide |
Almost every MCP client accepts this block (per-client setup, config files to copy):
Clients that speak Streamable HTTP to remote servers can skip the install and use the hosted endpoint instead β same tools, rate-limited, fetches run through geo-tool.com's infrastructure rather than your machine:
The three tools, identical in both variants:
| Tool | Arguments | What it answers |
|---|---|---|
check_ai_readiness | url, optional lang | Full 0β100 readiness score with per-category breakdown and findings |
check_ai_crawlers | url, optional lang | Which AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, β¦) robots.txt blocks |
check_citability | content, optional lang | How quotable a draft passage is β no network request at all |
Install once:
Then check any page with one command β works immediately, no restart needed:
How do I check whether ChatGPT can read my website?
npx geo-tool-check example.com. Two things must be true: robots.txt must
not block OpenAI's crawlers, and the content must exist in the plain HTML β
ChatGPT's crawlers do not execute JavaScript.
Does robots.txt really affect AI visibility?
It can end it. Disallow: / for GPTBot means OpenAI's systems never see
your content. The checker flags blocked scored crawlers separately from
training-only bots, because the consequences differ.
Why does a JavaScript-rendered page score poorly?
Because AI crawlers see what curl sees. If content only exists after
client-side rendering, models find an empty shell β the low score is the
finding. Fixes: SSR, static generation, or prerendering.
Do I need an llms.txt file? Optional and cheap. Google states it does not use it; several AI tools read it. The check detects a real one and ignores SPA catch-all fakes.
Does geo-tool-check upload my content anywhere? No. Every fetch goes from your machine to the target site β never to geo-tool.com. The build fails if a bundle would try.
More: full FAQ.
Node runs no JavaScript β and neither do GPTBot, ClaudeBot, or PerplexityBot. A client-rendered page that scores low here is the finding, not a measurement gap. To compare the crawler's view against the rendered page, use the browser extension.
This checker measures whether a page can be read and cited. Whether AI systems actually mention your brand in real answers is a different measurement: the hosted geo-tool.com workspace checks real AI answers (ChatGPT, Perplexity, Gemini) for your buying-intent questions daily.
MIT. Built by track by track GmbH.
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