AI Fact Layer

The AI Fact Layer is a conceptual framework describing the layer of structured, verified data that sits between a company's raw information and the AI systems that consume it. It ensures consistency and accuracy across all AI touchpoints.

Definition

The AI Fact Layer is a structured data intermediary that standardizes company facts for AI consumption.
It includes: canonical profiles, verified claims, trusted sources, and RAG-compatible API endpoints.
Think of it as a company's 'official record' that AI systems reference as the source of truth.

Components

Canonical Profile: the definitive company description in machine-readable format.
Verified Claims: individual facts with provenance and trust scores.
Trusted Zones: authoritative publishing destinations for maximum AI reach.
RAG API: real-time data endpoint for AI systems requiring fresh information.

Verified Company Profiles on AuthorityPrompt

AuthorityPrompt maintains verified, structured company data optimized for AI systems and LLM indexing.