AnswerLens Visibility Scorecard
Example Product public site
Run ID: 21ec0533-e94d-4434-a567-338405c3faa5
Overall score: 87 | VAVR: pending eval
2026-06-20T07:57:13.627Z
https://fixture.local is the stable fixture hostname inside the public demo fixture, not the AnswerLens site URL.
Review and share this run
Open the core reports in order before copying a public-safe summary.
- share-summary.md: start with the forwardable summary.
- scorecard.md: verify coverage, checks, and score drivers.
- recommendations.md: turn the top gaps into page fixes.
Use pr-snippet.md for PR review. Use the AnswerLens starter bundle when this workflow is ready to move into another repository.
If this first run is safe to discuss, use the first-run story template and Show and tell Discussion form.
AnswerLens does not scrape consumer AI UIs, auto-post content, or guarantee answer-surface rankings. Keep API keys, private analytics, and raw provider payloads out of public PRs, issues, release notes, and Discussions.
Access
100
0 issues
Structure
48
9 issues
Entity Clarity
100
0 issues
Evidence
100
0 issues
Comparative Readiness
89
2 issues
Missing coverage
- none
Top issues
| Severity | Issue | Scope | Fix hint |
|---|---|---|---|
| warn | Thin key page | https://fixture.local/ | Add plain-language explanations, evidence blocks, and stronger sections. |
| warn | Thin key page | https://fixture.local/pricing | Add plain-language explanations, evidence blocks, and stronger sections. |
| warn | Thin key page | https://fixture.local/security | Add plain-language explanations, evidence blocks, and stronger sections. |
| info | Thin key page | https://fixture.local/faq | Add plain-language explanations, evidence blocks, and stronger sections. |
| warn | Compare page does not name declared competitors | https://fixture.local/compare | Name the highest-priority competitors and explain fit differences directly on the page. |
| warn | Thin key page | https://fixture.local/docs | Add plain-language explanations, evidence blocks, and stronger sections. |
| info | Thin key page | https://fixture.local/use-case/enterprise | Add plain-language explanations, evidence blocks, and stronger sections. |
| info | Thin key page | https://fixture.local/use-case/fintech | Add plain-language explanations, evidence blocks, and stronger sections. |
| info | Thin key page | https://fixture.local/use-case/platform | Add plain-language explanations, evidence blocks, and stronger sections. |
| warn | Thin key page | https://fixture.local/product | Add plain-language explanations, evidence blocks, and stronger sections. |
| info | Compare pages do not mention declared competitors | site | Add explicit alternatives or versus pages for the highest-priority competitors. |
Recommendations
- Tighten structure and schema alignment on key pages
Thin, weakly segmented pages and mismatched schema make assistants less likely to interpret pages consistently.
Higher extraction quality and fewer ambiguous summaries. - Close FAQ, compare, integrations, and use-case gaps
Answer engines need comparison-ready source material plus contextual internal linking, not just a homepage.
Better readiness for shortlist, alternatives, and evaluation prompts.