o-early

Product

AI answer visibility audits built for action

o-early is an Answer Engine Optimization audit tool for public SaaS, product marketing, and company websites. It turns crawlable page evidence into prioritized improvements for clearer AI retrieval and recommendations.

What the audit measures

  • Entity clarity: whether key pages consistently explain the company, product category, audience, and offer.
  • Discoverability: whether descriptions, headings, documentation, and internal paths help crawlers find useful answers.
  • Commercial and trust signals: whether pricing, contact, security, and policy information support confident recommendations.

What you receive

Overall AEO compliance score: a current diagnostic of observed website signals.

The completed workspace report also includes dimension scores, prioritized findings, page-level evidence, and concrete remediation directions.

Full audit tasks can also produce a downloadable repair bundle so findings can move into an implementation workflow instead of remaining a dashboard-only result.

  • llms.txt: a ready-to-publish description for answer engines and AI crawlers.
  • Answer blocks: publishable answer blocks for common product questions.
  • Entity summary: a publishable entity summary that keeps core product facts consistent.

AI visibility scans

Separate AI Visibility scans let signed-in users test selected model combinations. Usage is based on the selected model count, which is shown before the scan is submitted.

Current scope

o-early currently works best for public SaaS websites, product marketing sites, and company websites. Marketplaces, communities, private applications, and large content platforms are not the primary supported scope.