AnswerLens

AnswerLens is a CLI-first AI visibility auditor for product websites. CI for AI discoverability.

Language: English / 简体中文

Fixes and playbooks

Playbooks should be grounded in audit artifacts, not generic AI SEO advice.

This page compiles the latest example recommendations and points back to the concept docs that explain why those fixes matter.

From the latest demo run

Current recommendations

# AnswerLens Recommendations

- Demo site: AnswerLens static-good fixture demo
- https://fixture.local is the stable fixture hostname inside the public demo fixture, not the AnswerLens site URL.
- Generated: 2026-04-22T11:36:39.596Z
- Overall score: 90

## Tighten structure and schema alignment on key pages

- Rationale: Thin, weakly segmented pages and mismatched schema make assistants less likely to interpret pages consistently.
- Expected outcome: Higher extraction quality and fewer ambiguous summaries.

### Related issues

- thin-key-page-https-fixture-local
- thin-key-page-https-fixture-local-pricing
- thin-key-page-https-fixture-local-security
- thin-key-page-https-fixture-local-faq
- thin-key-page-https-fixture-local-docs
- thin-key-page-https-fixture-local-use-case-enterprise
- thin-key-page-https-fixture-local-use-case-fintech
- thin-key-page-https-fixture-local-use-case-platform
- thin-key-page-https-fixture-local-product