## AnswerLens audit

**CI for AI discoverability.** Readiness: **90/100**. VAVR: **Pending**.



### AI may miss this product because

- Thin key page: Add plain-language explanations, evidence blocks, and stronger sections.

### Recommended next fixes

- Tighten structure and schema alignment on key pages

<details>
<summary>Artifacts and guardrails</summary>

- Scorecard: `scorecard.md`
- Recommendations: `recommendations.md`
- Share summary: `share-summary.md`
- Machine-readable summary: `share-summary.json`

AnswerLens does not scrape consumer AI UIs, auto-post content, or guarantee answer-surface rankings.

</details>