ai-visibility-auditor

Audit and maintain consistency across AnswerLens public surfaces. Use when changing README copy, roadmap status, activation docs, release notes, Pages metadata, manual steps, or GitHub governance references, especially when latest release state, umbrella issues, or first-run entry points might drift out of sync.

Verify that AnswerLens onboarding and adoption paths stay copyable from demo to CI. Use when changing README first-run copy, demo walkthroughs, quickstart docs, GitHub Action docs, starter bundle examples, Pages entry points, or release-facing adoption guidance.

Maintain the AnswerLens activation funnel and public adoption narrative. Use when changing README copy, docs, Pages text, release/manual-step guidance, demo narrative, first-run story, or self-dogfooding surfaces for AnswerLens.

Productize AnswerLens first-run and starter-bundle adoption paths. Use when improving the fixture demo, real-site audit handoff, GitHub Action copy path, starter bundle, first-run story, or PR review artifacts.

Review AnswerLens public surfaces for unsafe claims, fake proof, premature npm install copy, secret leakage, raw provider payload exposure, or artifact-order drift.