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How well can AI engines read your site?

Score your domain out of 100 for ChatGPT, Claude, Perplexity, and Google AI Overviews. See the citation an AI would write about your brand today, and what it could be.

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Free AI Readability audit · Built by Kaliber, the senior-led performance partner for the AI era
Kaliber · Audit in progress
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Kaliber · Audited by
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The story AI engines tell

Is this the way you want your brand described?

A simulation of what AI assistants would say about your brand based on what they can currently read.

How AI describes you today

How they could describe you

Highlighted phrases are the parts AI engines would most likely surface in a citation.

Score breakdown

View all 19 checks
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Free reports include a single visible line crediting the Kaliber AI Readability Checker.

Is this the story you want AI engines to tell about your brand?

If not, we rewrite it. Kaliber installs the structured layer that makes brands citation-worthy in ChatGPT, Claude, Perplexity, and Google AI Overviews. Most engagements move the citation in 6 to 8 weeks.

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How this is scored
How this is scored. Structural checks are deterministic; Citation Quality is scored by Anthropic Claude on the public content of the audited domain. Kaliber does not weight or post-process results. Per-IP rate limits and a daily cap apply to prevent abuse.
Methodology updates
Refinement
Focus area
Crawler-purpose policy · Citation quality · FAQ recalibration
What changed
The ecosystem shift since May is toward crawler-purpose differentiation (Search vs Agent vs Training) and claim-level citation quality. Weights raised for robots-based AI-crawler policy and for citation-quality checks. AGENTS.md upweighted to reflect its role as the site's public AI-representation surface. Markdown-mirror upweighted following llms.txt v2's explicit discovery mechanism. FAQ schema downweighted after Google removed the FAQ rich-result feature — the schema is still valid; it no longer earns the Google presentation it used to.
Score impact
Most audits will shift by 3 to 5 points in either direction. Sites with clean crawler policies and a published AGENTS.md will gain. Sites that relied heavily on FAQ schema for perceived Google presence will lose a small amount.
What to do
Re-audit if your prior score sat on a band boundary (60, 70, 85), or if AGENTS.md was central to your prior score.
Refinement
Focus area
Entity clarity · Structured content · Citation signals
What changed
Methodology refined to better reflect how leading AI Search platforms now evaluate proof of expertise and content structure. Existing measurements were re-weighted based on shifts in how AI engines rank source authority.
Score impact
Most audits will shift by a few points in either direction.
What to do
No re-audit needed unless your prior score sat on a band boundary (60, 70, 85).
Refinement
Focus area
Crawler access · Citation signals
What changed
Weights recalibrated following clarified guidance from major AI Search platforms on what they actually read for AI summaries — including how machine-readable surface files and structured citation are weighed.
Score impact
Most audits will shift by a few points in either direction.
What to do
No action needed.
Major refresh
What changed
Initial public release of the AI Readability Checker.
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