Build a content evidence audit

Prerequisites

• A page list and a small, versioned prompt set.
• Permission to fetch the pages you audit.
• A place to review source and claim evidence with a human editor.

Minimum architecture

Target pages and prompts -> extraction -> prompt mapping -> evidence-gap report.

Implementation steps

1. Extract headings, entities, claims, and cited sources from each page.
2. Map each prompt to its intended page and evidence.
3. Publish page-specific gaps for editorial review instead of a composite score.

Output

A page-by-page evidence-gap report linking prompts, claims, sources, and missing corroboration.

Runtime and cost

Software: Your own code and hosting

Runtime: Crawling, extraction, and storage costs.

Data location: Your chosen storage and report output.

Validate before relying on it

1. Check extracted claims.
2. Review source mapping.
3. Validate page-specific gaps.

Boundary

It finds gaps but cannot create original facts or corroboration.