Audit-ready exports: what they should contain
Exports are the operational interface between verified facts and downstream systems.
Audit-ready means a reviewer can check claims without guessing where they came from.
Required fields
Formats
- JSON for machines, Markdown for humans, YAML for configs. Keep them consistent and generated from one source of truth.
Related articles
More from the AuthorityPrompt blog.
- Company Profile: Minimum Fields for AI-Facing Facts — A minimal company profile spec for AI visibility: neutral summary, products, dates, locations, URLs, and sources with last verified timestam
- Sources and Timestamps: Why They Change Retrieval — Sources and last-verified timestamps turn content into a reliable reference layer. This improves auditability and reduces stale or invented
- What Is a Facts Layer (and Why It Matters) — A facts layer is a curated, verifiable set of neutral statements with sources and timestamps. It reduces contradictions and supports reliabl
- A Claim Taxonomy for LLM Audits — A simple classification system for AI claims: facts, interpretations, and unknowns. Use it to score contradictions and verification coverage
- AI Visibility Metrics: What to Measure First — A practical set of baseline metrics for AI visibility: consistency, drift, contradiction rate, and source provenance. Start measuring before
- See all in Blog
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.