Checks the four parts of the Claim-Anchoring framework. Runs in your browser.
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.
How to use it
- Paste a page you are about to publish.
- Read the four-part anchoring score and hallucination risk.
- Pair the exposed claims with proof before shipping.
Frequently asked questions
What is the Claim-Anchoring framework?
A four-part check that predicts whether AI will quote your page accurately: answer capsules (self-contained answers), section autonomy (each section stands alone), proof-pairing ratio (claims backed by evidence) and brand association (your name near the claim). Weak anchoring is where hallucinations start.
What is a good proof-pairing ratio?
Aim for most factual claims paired with a nearby statistic, source or example. Unpaired claims are the ones engines paraphrase loosely or attribute to someone else. The validator scores your ratio and flags the exposed claims.
Is the Claim-Anchoring Validator free to use?
Yes. The Claim-Anchoring Validator is completely free, with no sign-up, no usage limits and no watermark on the output.
Is my data private?
Yes. The Claim-Anchoring Validator runs entirely in your browser. Nothing you paste or enter is uploaded, stored or sent to any server.
Related tools and reading
Keep going with the playbooks and tools behind this one.