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LLM Readiness Audit

Last updated on Jul 09, 2026

The LLM Readiness Audit checks whether AI crawlers can actually access your site — because a page AI can't read is a page AI can never cite, no matter how good the content is.

A real result

Here's what a completed audit looks like: an overall readiness score, plus a clear split of which AI crawlers are let in and which are blocked.

AI Rankia — LLM Readiness Audit showing 36/100 score and blocked AI crawlers including GPTBot and ClaudeBot

What you'll see

  • LLM Ready score (0–100) — your overall optimization score, with a plain-English label like "Needs Work."
  • Accessible Agents — the AI crawlers that CAN reach your site (for example Perplexity-User, Google-Extended).
  • Blocked Agents — the AI crawlers currently blocked, each with the HTTP status they receive (a 403 means your server is actively refusing them). It's common — and often unintentional — to see major crawlers like GPTBot, ChatGPT-User or ClaudeBot blocked here.
  • Further down the report: specific, prioritized fixes for each blocker found.

How to use it

  1. Open AI Visibility ▸ LLM Readiness Audit for your brand.
  2. Enter your website URL and run the analysis — it costs a small number of credits per run.
  3. Check the Blocked Agents list first. If a major AI crawler shows a 403, that's usually a robots.txt or firewall rule blocking it — an easy, high-impact fix.
  4. Work through the rest of the recommendations, then re-run the audit to confirm your score improved.

Tip: A blocked crawler is often the single biggest reason a well-written page never gets cited. Check this before investing more in content.