Receipts, not promises.

Every metric AnswerShare publishes has a frozen methodology page and a per-site receipts file. No black boxes, no proprietary scoring magic.

Three commitments.

Frozen methodology pages.

Each metric is published with its exact formula, measurement protocol, and the date it was frozen. Methodology changes get a new dated page; the old one stays live for audit.

Reproducibility scripts.

Every published number has a reproducibility script. Run it against the target site at the listed network point and you'll get the same number we did.

Per-site receipts.

Each measurement publishes a receipts.json — raw values, timestamps, and the cohort comparison band. Receipts persist forever.

What you can verify today.

The methodology archive — frozen pages, receipts.json files, and unedited AI evaluation transcripts — is published externally. AnswerShare-branded equivalents are migrating; the underlying measurements are unchanged.

See also: the ASQ composite methodology, Top10Lists.us proof page.

The translation layer between your website and AI systems.

Contact Us

Quick Links

Measurement is methodology-driven and reproducible. Frozen receipts published per metric.

© 2026 AnswerShare. All rights reserved.