GEO AI Search Audit

What you're buying: a download package (skill instructions + Python scripts) that runs on your own computer inside your own AI agent — it is not a cloud service.
You need: an AI agent that supports skills (e.g. Claude Code or Codex) — its subscription or API costs are yours; Python 3.8+ (standard library only) and an internet connection.
Third-party services: none. The script fetches only the public pages of the site you choose to audit (robots.txt, llms.txt, sitemap and up to 30 pages). No API keys, no SEO tool subscriptions.

More people now ask ChatGPT and Perplexity instead of Google. Can AI actually read your website?
This skill runs an "AI search health check" on a site and hands you ready-to-paste fixes.

What you get

• 📊 Audit report (HTML + Markdown): 100-point score, 7 category scores, prioritised fix list (P1 / P2 / P3)
• 🤖 AI crawler access table: checks whether robots.txt blocks 14 crawlers, including OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and Bingbot
• 📄 Ready-to-paste fix files: llms.txt, Organization + WebSite JSON-LD, FAQPage JSON-LD (built from real Q&A on your site) and a robots.txt suggestion
• ✍️ Analyst recommendations: key takeaways, "answer-first" rewrites of real paragraphs, a 7-day action plan and how to track results — in any language

Example

Audit of www.11ty.dev: 60/100 (C), 7 category scores, all 14 AI crawlers allowed, and P2 fixes for a missing llms.txt, no JSON-LD, no Organization schema, no author signals and few question-style headings. It generated llms.txt, Organization and FAQPage JSON-LD (both valid JSON) and a robots.txt suggestion.

Also tested on docs.astral.sh/uv (79/100, B — correctly found llms.txt and sitemap under a sub-path) and nytimes.com (correctly reported GPTBot, ClaudeBot, PerplexityBot and others as blocked, with a warning when pages returned 403).

AI crawler access table — which AI search and training bots your robots.txt lets in:

Try it — copy a prompt

• "Audit https://mysite.com for AI search visibility and give me the fix files."
• "Compare my site with these two competitors and tell me the 5 fixes that matter most this week."

Why buy it

One payment, unlimited audits — run it on every site you own or every client you serve, with no per-report or monthly SEO-tool fees.

Who it's for

Site owners, bloggers, SaaS and e-commerce teams who want to be cited by AI, SEO/GEO consultants who need a client-ready report in minutes, and anyone benchmarking against competitors (up to 3 sites side by side).

What it checks (scoring is fully transparent)

Requirements

• Python 3.8+ (standard library only — nothing to install)
• No API keys

Polite crawling

Respects robots.txt, waits 1 second between requests, fetches 8 pages by default (30 max), never logs in or submits forms. Audit only your own sites or sites you're authorised to audit.

Limitations (please read)

• This is an automated signal check of whether a site is readable and well-structured. It does not guarantee AI citations, rankings or traffic.
• It doesn't judge content quality, backlinks, brand awareness or mentions on other platforms (Reddit, Wikipedia…).
• Recommendations and rewrites are AI-generated — review them before publishing.
• If a firewall (WAF) blocks unknown crawlers, content checks can't run; the report says so clearly.
• Support for llms.txt varies between AI providers — it's a low-cost, low-risk extra, not a ranking guarantee.
• Download buyers get free lifetime updates as the AI crawler list changes.