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geo-seo-claude

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Checks whether a site is ready to appear in answers from ChatGPT, Perplexity and AI Overviews. Seventeen terminal commands, a report in a file, MIT licence.

We have not run it ourselves: described from the docs and the repository.

Open on GitHub

In numbers

terminal commands
subagents in the full audit
ready JSON-LD templates
licence

What it is

geo-seo-claude is a Claude Code skill that looks at your site the way a language model does. Ordinary SEO tools count positions in the results page; the question here is different: will ChatGPT cite you when someone asks about your subject.

The full audit gives the overall picture, but in day-to-day work the short commands earn their place faster. The AI-crawler access check catches the most common breakage in seconds, the one that makes any work on the text pointless. And scoring a page block by block for citability works as an editorial exercise even if you never look at the score itself.

How it works

/geo audit
Five subagents check AI visibility, platform-specific optimisation, technical foundations, content and E-E-A-T, and structured data, and a few minutes later you get a markdown report with a score from 0 to 100 and a prioritised task list.
/geo crawlers
Shows in seconds whether robots.txt lets GPTBot, ClaudeBot and PerplexityBot through.
/geo llmstxt
Builds an llms.txt file from your sitemap.
/geo citability
Cuts a page into blocks and scores each one: is there a direct answer up front, does the paragraph stand on its own, are there numbers and names.
schema/worth taking
Six ready JSON-LD templates for an organisation, a local business, a product, an article with an author, SaaS and site search, useful even without the rest of the skill.

Know before installing

The citability logic is built on English patterns, so the score on a Russian or Hebrew page is computed blind. Read it on the English version and use the written recommendations elsewhere.
The PDF report only builds on macOS; the markdown report works everywhere.
Open on GitHub

Read the breakdown

geo-seo-claude: audit your site for ChatGPT and PerplexityAugust 31, 2026

We went through this tool in detail — what it does, where the catches are, and who it suits.

Also read

Less code, more tests: Ponytail teaches Claude Code to stop writing what you don't needOctober 18, 2026VoiceStudio: Voiceovers, Video Dubbing and Audiobooks in Your Own Voice on Your Own Computer (From Scratch)October 18, 2026

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