AnswerLens

Audit product pages, review the report, and fix what AI assistants cannot read clearly.

Language: English / 简体中文

Integrations

Connect AnswerLens where your team already reviews work.

Start with GitHub Actions for PR checks. Add provider-based evals, Search Console imports, or Bing helpers only when they help validate what the basic audit already found.

What ships now

Current integrations

IntegrationWhat it does
GitHub ActionRuns AnswerLens 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 pages and downloads.

Suggested path

How teams usually start

  1. Open the live demo report.
  2. Run the sample-site demo locally.
  3. Run one real-site audit.
  4. Add the GitHub Action when the report is useful.

That order keeps setup understandable without turning every integration into a separate product.

External setup

Starter files

The external-repo setup is public and copyable.

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

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

What this connects to

Related proof pages

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