AnswerLens

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

Language: English / 简体中文

Pricing and packaging

Pricing for AnswerLens is open-source, BYOK, and artifact-first.

AnswerLens is not a hosted dashboard with seat-based licensing. The code, Pages docs, example reports, and release assets are public. The only variable costs appear when you choose to run eval-mode benchmarking with your own provider account or consume your own GitHub runner minutes.

Open surfaces

What costs $0

  • The open-source repository, Pages site, and live demo report.
  • The CLI workflow for a basic `audit` run with no provider key.
  • The reusable GitHub Action contract and release asset downloads.
  • Local fixture demos, report bundles, and static review artifacts.

BYOK model

Where variable cost appears

SurfaceCost modelNotes
CLI audit$0 provider costBasic audit runs do not require provider API keys.
Eval runsBring your own provider billOpenAI and Perplexity usage stays in your own account.
GitHub ActionYour repository runner minutesThe Action keeps the same artifact contract used by local runs.
Release assets and Pages$0 to downloadDemo bundles, the compiled site, and docs stay publicly accessible.

How teams adopt

Packaging choices

Teams usually start with the live demo report, move to one local real-site audit, and then wire the same output contract into the GitHub Action. The package and release surfaces are intentionally simple:

  • @answerlens/cli for CLI installs and dry-run packaging.
  • The root GitHub Action for pull-request and workflow-based adoption.
  • Release assets for tarballs, demo bundles, and the compiled site bundle.
  • Pages as the public proof surface for docs, examples, playbooks, pricing, and trust.

That model keeps pricing legible: open source for the product surface, BYOK for optional eval usage, and no hosted AnswerLens control plane fee today.