Company Truth Dataset Methodology
How AuthorityPrompt versions inclusion rules, source evidence, observations, limitations, and snapshots.
Why this matters
How AuthorityPrompt versions inclusion rules, source evidence, observations, limitations, and snapshots.
AuthorityPrompt treats company truth as a set of checkable facts with provenance and history, not as a visibility score.
Evidence rule
- Identify the exact fact or observation.
- Attach the strongest appropriate source and retrieval date.
- Preserve the previous state when the fact changes.
- Keep AI observations timestamped and provider-specific.
- Classify only what the evidence supports.
What not to infer
A crawler visit is not retrieval. Retrieval is not citation. Citation is not recommendation. An observed answer is not proof of a permanent model state or an attributed commercial loss.
Evidence surfaces
FAQ
What makes a company fact trustworthy?
The fact should be tied to an appropriate authoritative source, a date, a verification state, and a preserved history when it changes.
Does an AI answer prove what the provider permanently knows?
No. It is a dated observation under a particular measurement condition.
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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.