ELI RESEARCH

Eli Agent-Ready Website benchmark methodology

Agent-ready should not become a vague score.

Automated + manual checks → seven layers → release QA
Research in progress

Methodology is public; numeric scoring awaits finalized transparent weights and thresholds.

RELEASE STANDARD

Methodology is publishable before findings are.

Eli can publish the question universe, schema, definitions and quality controls before a benchmark release. It will only publish an aggregate when the underlying observations are complete, reviewable and described with their coverage and limitations. Until then, this page makes no performance, ranking or customer-outcome claim.

Audit unit and layers

Publish whether auditing domain, site, critical routes or flow. Assess discovery, readability, semantics, facts, actions, permissions and observability.

Automated and manual checks

Automated checks cover indexability, response, headings, labels, names and facts; manual review assesses ambiguity, contracts, authorization, confirmation, failures and observability.

Scoring and disclosure

Use Pass, Partial, Missing and N/A until weights are public. Aggregate/redact sensitive findings; this is research, not vulnerability dump.

FAQ

Questions about the research design and release boundary.

Why methodology?

To explain measurement.

All automated?

No.

Numeric score?

Only transparent model.

Prove success?

No.

Changes?

Versioning/release notes.

CONNECT YOUR WEBSITE

Inspect the readiness framework

Eli's Agent-Ready Website benchmark evaluates discovery, readability, semantics, product facts, actions, permissions and observability using versioned automated checks and manual review.

Inspect the readiness framework