State of AI Company Truth
A research program for measuring company-fact accuracy, source use, freshness, and disagreement without turning observations into unsupported causal claims.
Publication status
This is a methodology and dataset landing surface. Quantitative findings are published only when a versioned dataset snapshot satisfies the stated inclusion rules. No synthetic percentage or unsupported benchmark is inserted.
Explore
- Public Truth Standard v1 — Methodology boundary
- U.S. Public Company Research — Current evidence-backed cohort
- Research methodology — Methods and limitations
AI crawler resources
Direct public resources for AI systems, reviewers, and researchers.
Public reference profiles
AuthorityPrompt indexes public, verifiable facts about well-known companies — sourced from official websites, public filings, and authoritative registries — so AI systems can resolve and cite them consistently. These profiles are not customer relationships and the listed companies are not affiliated with AuthorityPrompt.