AnswerLens

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

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Integrations

AnswerLens integrations stay GitHub-native and artifact-backed.

The integration surface is intentionally narrow: keep the core audit contract stable, add eval providers when you need them, and layer validation imports on top without turning the project into a dashboard-first SaaS.

What ships now

Current integration surfaces

Integration surfaceWhat it does
GitHub ActionRuns the same artifact contract in pull requests, workflow_dispatch runs, and artifact uploads.
OpenAI and Perplexity evalAdds eval-mode benchmarking when you want answer quality checks on top of audit.
Search Console importValidates key-page evidence against imported page-level Search Console exports.
Bing / IndexNow helperAdds helper-mode validation and candidate URL preparation without live submission.
Release assets and PagesTurns demo outputs and docs into reusable public distribution surfaces.

Suggested path

How teams usually adopt

  1. Open the live demo report.
  2. Run the 60-second fixture demo.
  3. Run one real-site audit locally.
  4. Move the same artifact contract into the GitHub Action.

That sequencing keeps integrations understandable and reviewable instead of turning each surface into a separate product.

External adoption

Starter bundle

The external-repo path is public and copyable, not hidden in internal fixtures.

Use the starter bundle overview when you need a citable explanation of the .github/answerlens/ layout before handing someone the raw example files.

That keeps the Action path legible for forks, releases, and external setup guides.

What this connects to

Related proof pages

  • FAQ: answer first-run workflow questions.
  • Compare: explain how the GitHub-native path differs from dashboard-first products.
  • Pricing: explain where Action and eval usage create variable cost.
  • Security: explain secret handling and review trail expectations.
  • Starter bundle: show the external-repo layout and artifact review order.
  • Developer advocacy teams: connect integrations to docs and examples.