Free AI SEO Auditor
Audit your site for AI search — get a score in 30 seconds
The Panel's Take
Free AI SEO Auditor is an open-source tool that scores your website for AI search era visibility — specifically how ChatGPT, Claude, and Perplexity see and index your pages. Paste a URL, get a 0–100 visibility score in about 30 seconds, plus a copy-paste fix prompt you can hand directly to Cursor or Claude Code for one-shot remediation. The audit checks crawlability, schema markup, content chunking quality, and trust signals — the four dimensions that determine whether AI systems surface your site in responses. Unlike traditional SEO auditors that optimize for Google's crawlers, this one is explicitly calibrated for the retrieval and citation patterns of large language models. It's fully open source (GitHub-hosted), requires no signup, and generates actionable prompts rather than vague scores. The Product Hunt community gave it 135 upvotes on launch day — strong for a dev tool — and it's finding particular traction with indie hackers and small business owners who want AI search presence without an SEO agency.
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Free AI SEO Auditor verdict: SHIP 🚀 3 ships · 1 skip from the expert panel Full review: shiporskip.io/tool/free-ai-seo-auditor-open-source-ai-search-visibility-2026
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“The generated fix prompt you can paste into Claude Code is the killer feature — it closes the loop from diagnosis to remediation in one step. For developers maintaining sites without SEO expertise, this is exactly the right abstraction layer.”
“AI search optimization is still poorly understood — nobody really knows what signals ChatGPT and Claude use for citations. A tool that scores crawlability and schema for LLM visibility is partly speculative. The 30-second score feels authoritative but the methodology isn't peer-reviewed.”
“As AI assistants become primary discovery surfaces, the SEO playbook is being rewritten in real time. Tools like this are building the new optimization layer. Being early in AI search visibility is analogous to being early in Google SEO in 2005 — the advantage compounds.”
“For content creators and small publishers trying to stay visible as AI search cannibalizes click-throughs, understanding AI citation patterns is existential. This gives a concrete starting point with zero technical overhead.”