What is an LLM SEO analysis tool?

A tool that audits how AI search engines and LLMs read your public site - llms.txt, AI crawler rules, JSON-LD, and server HTML. This analyzer checks technical signals, not ranking guarantees.

Generative Engine Optimization - making content easier for AI systems to discover and cite. This tool checks technical signals (llms.txt format, robots, JSON-LD, HTML), not ranking guarantees.

Why does my homepage show zero H2 headings?

We only parse initial HTML without running JavaScript. Sections that load on scroll may omit H2s in this audit even though FAQPage schema or the live page includes them.

Why do some AI bots list dashboard disallows?

Blocking /dashboard, /admin, or /api is intentional - not a GEO problem. The analyzer treats app-only disallows as allowed and only warns if public paths like /pricing or /blog are blocked.

What does Ready vs Good vs Needs work mean?

Ready: critical checks passed and no recommended warnings. Good: basics are fine but some recommended improvements remain. Needs work: fix critical items first (missing llms.txt, site-wide AI block, or no JSON-LD).

Do you call OpenAI or Google?

No. Everything runs on Needle’s servers from public HTTP responses.

Free LLM SEO & GEO Site Analyzer

Analyze how AI search engines and LLMs read your site. Audit llms.txt format, AI crawler rules, JSON-LD, and server-rendered HTML - with critical vs recommended checks and per-bot robots detail.

AI can read you - now make AI buyers find you

Your site is technically discoverable. The founders discussing your problem on Reddit, HN, and X are the demand side of GEO - see their threads ranked by intent.

Find the demand-side conversations