AI Readiness Audit for AI Chatbots & LLMs

Three core diagnostics tell you if AI crawlers can access, index, read, and reliably use your content. No guessing, no assumptions—just real data about your AI readiness.

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Everything We Check

This tool runs diagnostics on a page and website-level to identify technical barriers that can prevent AI systems from accessing your content. Each check uses authoritative data sources only—we show you real data or we show you nothing, no guesses.

Feature What It Checks Why It Matters Output
Performance TTFB, CLS, INP from Google CrUX Faster, more stable pages reduce fetch failures and increase retrieval likelihood URL-level and origin-level metrics with Good/Warning/Risk status
Crawlability robots.txt rules for 33 AI crawlers, HTTP Status Check (Browser + GPTBot + ClaudeBot + PerplexityBot), and noindex directives Access and indexability are prerequisites for visibility; blocks or noindex directives prevent discovery Allow/Block status, HTTP response-code status, and noindex status with advisory notes
Content Visibility JavaScript-rendered vs raw HTML content, likely render pattern, and raw HTML structure signals Missing HTML content means many crawlers can't capture it Word count comparison, Content Diff impact summary, prioritized invisible-content list, Render Pattern inference, and raw HTML structure signals

Feature Deep Dives

Content Visibility

AI systems don't always see what users see. If important content appears only after JavaScript runs, many crawlers can miss it. The Web App now combines gap metrics with an impact summary and a prioritized list of content potentially invisible to AI bots.

  • Content visible after JS execution
  • Content present in raw HTML
  • Bot-specific summaries (GPTBot, ClaudeBot, PerplexityBot)
  • Word count gap + impact summary
  • Prioritized list: See Content Invisible to AI Bots
  • Likely render pattern (CSR, SSR, Static, Hydrated, Hybrid)
  • Semantic Heading hierarchy from raw HTML
  • ARIA Labels and role coverage counts
Learn more about content visibility →

AI Bot Access

Your crawlability setup is more than robots.txt. We check 33 AI user agents, run HTTP Status Check probes for Browser + GPTBot + ClaudeBot + PerplexityBot, and detect noindex directives that can hide pages even when bots are allowed.

  • Allow/Block status for each AI crawler
  • HTTP Status Check for Browser + GPTBot + ClaudeBot + PerplexityBot
  • Page-level noindex detection (meta robots and X-Robots-Tag)
  • Wildcard rules that catch AI bots unintentionally
  • Missing robots.txt default behavior
  • Advisory notes about crawler compliance
Learn more about crawlability →

Performance Signals

Many AI systems fetch multiple sources under time budgets. Slow or unstable responses are more likely to fail or be skipped. In the audit tool, these signals are grouped in one Performance tab.

  • TTFB (Time to First Byte)
  • CLS (Cumulative Layout Shift)
  • INP (Interaction to Next Paint)

Data source: Google's Chrome User Experience Report (CrUX)—real-user field data at URL and origin level.

Learn more about performance signals →

How It Works

1

Enter URL

Paste any URL into the audit tool. We extract both the full URL and the root domain for analysis.

2

Parallel Checks

Three checks run simultaneously: performance signals via CrUX, crawlability checks (robots.txt, HTTP Status Check, noindex), and content visibility via JS vs HTML comparison plus Content Diff prioritization.

3

Analyze Results

Each check returns a status interpretation and specific gap identification. Good/Warning/Risk labels surface the issues that need attention.

4

Export Report

Download a PDF with all findings—performance metrics, crawlability summary, and content visibility analysis—ready to share with stakeholders.

What You Get

  • Complete AI readiness report
  • URL-level and origin-level analysis
  • Good/Warning/Risk status for each check
  • Bot-by-bot access breakdown (33 crawlers) + noindex status
  • Content visibility gap analysis + Content Diff impact review
  • Downloadable PDF report

Run Your Free Audit

Enter any URL. Results ready in 15–30 seconds.

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Also available as a Chrome Extension

Quick audits while you browse—all core features included, always free.

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