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Free GEO Checker - AI Citation Readiness

Paste a URL to score how easy the site is for answer engines to read: llms.txt, ai.txt, robots, structured data, markdown twins, sitemap, and MCP discovery. This is readiness, not a claim that ChatGPT currently cites you.

AI visibility

AI citation readiness for any site

Score llms.txt, ai.txt, robots, JSON-LD, markdown twins, sitemap, and MCP discovery. This is readiness - not a fake ChatGPT ranking.

Checks llms.txt, ai.txt, robots, JSON-LD, markdown twins, sitemap, and MCP discovery. This is citation readiness - not a claim that ChatGPT currently cites the site.

How to use

How to use GEO Checker

  1. 1

    Paste a URL

    Homepage or any public host. Localhost is blocked.

  2. 2

    Read the checklist

    Each row is a real fetch: 200 vs missing file.

  3. 3

    Fix gaps

    Generate llms.txt, add JSON-LD, keep AI crawlers allowed in robots.txt.

Guide

What GEO actually measures

Generative Engine Optimization is making a site easy for AI crawlers to fetch: a root llms.txt map, an ai.txt policy, robots that do not blanket-block GPTBot, JSON-LD, and a markdown twin.

This tool checks those files. A high score means agents can read you. It does not mean ChatGPT already cites you - we refuse synthetic rankings the same way we refuse fake AggregateRating markup.

ScrollLaunch product pages already ship markdown twins, Ask AI chips, and llms.txt coverage. Launch free if you want that stack on a canonical URL.

Explore more on free ScrollLaunch tools, browse DR-ranked directories, or launch with a dofollow backlink.

Questions

GEO Checker FAQ

Does a high score mean ChatGPT cites us?

No. The score is a checklist of files and markup answer engines can fetch. We do not invent LLM rankings or citation counts.

What is GEO?

Generative Engine Optimization - making a site easy for AI crawlers and answer engines to read. Same idea as SEO, different bots.

How do I generate llms.txt?

Use the llms.txt generator then host it at /llms.txt. ScrollLaunch already publishes one.

Can I launch on ScrollLaunch for this stack?

Yes. Launch free and your product page ships markdown twins, Ask AI chips, and llms.txt coverage.

llms.txt Generator

Generate llms.txt and a draft ai.txt so answer engines can understand your site.

llms.txt Validator

Free llms.txt checker - fetch /llms.txt and validate headings, summary, and links.

ai.txt Generator

Free ai.txt generator - identity, permissions, and restrictions for answer engines. No signup.

On-Page SEO Audit

Free on-page SEO audit - title, meta, H1, and checklist for any URL.