Case studies

Reproducible, or not published

We publish case studies only when the audit inputs, run provenance, quality states, and outcome evidence are reviewable.

Audit provenance

A public or reviewable audit ID and execution timestamp.

Quality states

The exact providers, fallbacks, failures, and degraded dimensions.

Source receipts

Queries, captured responses, and public-source references.

Outcome evidence

No ranking or revenue claim without an identified measurement method.

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