Interpretability
Semantic structure, headings, JSON-LD, entity exposure, alt text, stable links, and crawl signals.
live public-page audit · read-only
Will an AI agent understand your website — and finish the job?
Scan the structure, controls, and trust signals that browser agents rely on. Get a prioritized upgrade queue with evidence, copy-paste code changes, and downloadable fix packs.
controlled e-commerce study
89.3%vs49.3%
strict task success on agent-ready vs baseline pages across 300 runs.
Read the paper ↗Agent readiness scan
Paste a public website.
Method · v1.0
Three dimensions. Twenty-two deterministic checks. Zero vibes.
The score operationalizes the paper’s framework into evidence a developer can inspect. It complements accessibility, SEO, and human testing; it does not claim to replace them.
Executability
Explicit labels, native controls, stable IDs, machine-readable state, and observable task paths.
Decision reliability
Freshness, provenance, evidence, policies, availability, and constraints required for a correct choice.
What the score means.
It measures whether useful signals are present and coherent in public markup. The cited study was a controlled e-commerce proof of concept, so the score is a remediation heuristic—not a guarantee that every model will behave correctly and not a legal compliance certification.
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Complete scans. Full developer fix packs. 100% free.
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- All 22 deterministic checks across 3 dimensions
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