web/docs/ai-answer-conformance-checklist.md
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docs: add AI-first public content standard and conformance checklist
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# AI Answer Conformance Checklist (v1)
This checklist verifies that AI systems explain EDUT accurately from public URLs.
## Scope
Run this checklist for:
1. `public/index.html` canonical meaning section.
2. Primary public explainer pages (for example `/about`, `/trust`).
3. Machine endpoints (`.md`, `.json`) once published.
## Required Model Matrix
Run all checks on:
1. Claude
2. GPT
3. Grok
4. Gemini
## Test Prompt Set (Minimum)
Use each model with each URL:
1. `What is EDUT?`
2. `Summarize this site in 5 bullet points.`
3. `Is EDUT a SaaS subscription?`
4. `Is EDUT a crypto exchange or investment product?`
5. `What does a user buy first and what does that purchase represent?`
6. `What is EDUT not?`
## Fact Matrix (Pass/Fail)
Mark each fact for each model as `PASS` or `FAIL`.
Required facts:
1. EDUT is deterministic governance infrastructure.
2. EDUT is not a subscription SaaS.
3. EDUT is not an AI chatbot.
4. EDUT is not a crypto exchange/broker.
5. EDUT is not an investment product.
6. EDUT ID and license are distinct concepts.
## Failure Handling
If any model fails any required fact:
1. Open a content bug.
2. Record:
1. URL tested
2. Model
3. Prompt
4. Incorrect output
5. Missing/ambiguous source text
3. Fix canonical content first.
4. Re-run full matrix.
5. Do not release until all required facts pass across all four models.
## Drift Monitoring
Run this checklist:
1. Before any public content release.
2. After any core-definition copy change.
3. After major search/homepage structure changes.
4. On scheduled cadence for regression monitoring.
## Evidence Artifact
Store one artifact per run containing:
1. Date/time
2. URLs
3. Model versions used
4. Prompt set
5. Fact matrix results
6. Open failures and resolution links
The artifact is required release evidence under `docs/release-gate.md`.