Free Tool · Validator·Updated June 2026

Claim-Anchoring Validator

Find the content that AI will mis-quote before you publish. Validate a page against the four-part Claim-Anchoring framework.

Your brand / product name
Paste your page content

Checks the four parts of the Claim-Anchoring framework. Runs in your browser.

Hallucination-risk score
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paste content to analyze

Scores content against the Claim-Anchoring framework: answer capsules (40-60 words under each heading), self-contained sections (120-180 words), a proof-pairing ratio of 0.70+ (evidence per claim), and brand-name co-location with key claims. Heuristic and directional.

How this works

When AI mis-states a brand, it is usually filling a gap left by ambiguous content. The Claim-Anchoring framework closes those gaps with four moves: a 40-60 word answer capsule under each heading, self-contained sections (120-180 words), a proof-pairing ratio of 0.70+ (evidence per claim), and the brand name beside every key claim. This validator scores all four and flags the riskiest sections.