Demo score
90
The current sample-site score.
Audit product pages, review the report, and fix what AI assistants cannot read clearly.
Demo report
The static-good demo shows the finished AnswerLens output: what changed, what is trustworthy, and which file to open first. Use it to decide whether the workflow is worth trying on one public site.
Demo score
90
The current sample-site score.
Key pages
11
Critical pages found in the demo site.
Run kind
audit
The demo uses the core audit path.
Report schema
0.3.0
Report artifact contract, not the package release.
What to look at
The demo is here to answer three visitor questions: what do I get, can I trust the evidence, and what would I do next?
Start here for the plain-language audit story.
Use this to verify coverage, checks, and score drivers.
Use this to turn gaps into page changes.
Run metadata
https://fixture.local is the stable hostname inside the public demo fixture, not the AnswerLens site URL.
Reports
Example
# Example AnswerLens Share Summary > CI for AI discoverability. This is a shortened example of the share layer produced by `corepack pnpm demo:fixture`. ## PR-ready summary ```md ## AnswerLens audit **CI for AI discoverability.** Readiness: **90/100**. VAVR: **pending eval**. ### 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 ``` ## Why this matters This block is designed for pull requests, issues, and release notes. It gives teams a concrete before/after review unit without turning AnswerLens into a ranking promise or consumer AI UI scraper.
Report excerpt
# AnswerLens Share Summary > CI for AI discoverability. Audit whether a product site can be read, cited, compared, and recommended by AI systems. ## Run - 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. - Mode: Audit - Run ID: 2ca954a0-9ff7-429e-973a-0718d650aebb - Generated: 2026-04-28T02:37:15.912Z - Rule version: 2026-04-14 ## Metrics | Metric | Value | | --- | --- | | overallScore | 90 | | vavr | Pending | | crawledPages | 11 | | discoveredUrls | 11 | | keyPageCount | 11 | | missingPageTypes | none | ## AI may miss this product because - **Thin key page** (warn, https://fixture.local/): Add plain-language explanations, evidence blocks, and stronger sections. ## Top fixes - **Tighten structure and schema alignment on key pages**: Higher extraction quality and fewer ambiguous summaries. ## Shareable artifacts - [share-summary.md](share-summary.md) - [share-summary.zh.md](share-summary.zh.md) - [share-summary.json](share-summary.json) - [pr-snippet.md](pr-snippet.md) - [pr-snippet.zh.md](pr-snippet.zh.md) - [scorecard.md](scorecard.md) - [scorecard.zh.md](scorecard.zh.md) - [recommendations.md](recommendations.md) - [recommendations.zh.md](recommendations.zh.md) - [issues.json](issues.json) - [site-audit.json](site-audit.json) - [index.html](index.html) - [index.zh.html](index.zh.html) - [normalized-pages.json](normalized-pages.json) - [competitor-diff.md](competitor-diff.md) - [run.json](run.json) ## Guardrails AnswerLens does not scrape consumer AI UIs, auto-post content, or guarantee answer-surface rankings.
After the demo
Once the output makes sense, recreate it locally, run one public product site, then move the same report set into GitHub Actions.
Generate the same report files on your machine and confirm the CLI path works.
Run sampleUse the 5-minute quickstart on a product site your team can inspect.
Open quickstartRead the summary, scorecard, and fixes before turning the path into CI.
Open starterPut the same report files into pull requests after the local audit feels useful.
Open Action docs