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Developer launches free tool to audit how well AI agents read your website

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A developer has built a free web tool called Lagotto Meter, available at lake8.dev/lagotto-meter, that evaluates how accurately AI agents can interpret a website's structured data. The tool scores sites across several criteria, including the presence and quality of an llms.txt file and the completeness of schema.org @graph markup. Sites that make unverifiable claims about clients or results are penalised on a coherence metric, reflecting a gap between what a site declares and what can actually be proven. The scoring model rewards proportionality between stated claims and supporting evidence in structured data. Usage is free but limited to one analysis per IP address every 24 hours, and the underlying prompt is publicly available and replicable.

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Developer launches free tool to audit how well AI agents read your website · ShortSingh