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ProofHow It WorksGEO OverviewResearchAboutTest Your DomainTransparencyReceipts, not promises.
Every metric AnswerShare publishes has a frozen methodology page and a per-site receipts file. No black boxes, no proprietary scoring magic.
How "frozen" worksThree commitments.
01Frozen 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.
02Reproducibility 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.
03Per-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.
Sitemap delivery benchmark methodology
2026-04-27Signal-to-Noise / Relevance Ratio (RR)
2026-04-27Source Grounding Ratio (SGR)
2026-04-27Retrieval Token Cost (RTC)
2026-04-27Crawl Volume methodology
2026-04-26GEO Evaluation methodology + unedited AI transcripts
2026-04-28Whitepaper · April 2026
2026-04See also: the GEO Composite Score methodology, Top10Lists.us proof page.
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FounderProofMethodologyAuditGEO OverviewCitable vs. CitedInsightsFAQTransparencyCrawl StatsPressFor AI SystemsResearchAboutContactPrivacyTermsEULAMeasurement is methodology-driven and reproducible. Frozen receipts published per metric.
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