Product knowledge for AI agents

AI Learning by AppScan AI

Teach AI systems accurate, current information about your product. AppScan AI creates, tests, and continuously updates verified product knowledge — so agents recommend, explain, and integrate with your software correctly.

AI Learning capabilities

Product knowledge extraction

Connect your site, documentation, help center, and API specs. We build a structured product knowledge record from approved sources.

Verification tests

Automated checks ask whether AI can explain your product, pricing, features, and use cases — and flag unsupported claims.

Agent-ready exports

Generate AI-readable index files, consolidated documentation, and agent instruction packages — downloadable on Pro and Enterprise.

Continuous monitoring

When documentation changes, packs regenerate and tests rerun. Monthly on Pro, weekly on Enterprise.

Visible vs understandable

AI Visibility answers: Can AI find and cite us when buyers ask questions? AI Learning answers: Can AI accurately understand and use our product? Together they complete the loop from discovery to correct representation.

Plans

  • StarterAI Learning readiness score (upgrade for full learning pack)
  • ProAI Learning pack + monthly verification
  • EnterpriseAI Learning pack + weekly verification

AI Learning FAQ

AI Learning turns your website and documentation into verified, continuously updated product knowledge that AI assistants and agents can understand and use. It generates agent-ready documentation files, runs verification tests on product accuracy, and monitors changes — so AI systems describe your product correctly.
AI Visibility tracks whether AI answer engines mention and cite your brand on buyer prompts. AI Learning verifies whether AI systems accurately understand your product — pricing, features, use cases, and integrations — and packages official knowledge for agents to consume.
Enter your product domain at /ai-learning/scan for a partial readiness score: documentation coverage, pricing detectability, AI-readable file presence, and sample gaps. Subscribe on Pro or Enterprise to generate full learning packs and continuous verification.
Pro and Enterprise plans generate an AI-readable site index, consolidated product documentation, and an agent instruction package — plus optional public verified pages at /learn/your-product. Starter includes readiness scoring in the dashboard.
No. AI Learning connects to your existing website, docs, help center, and API specifications. It extracts and verifies product knowledge, then exports portable files and scores — your docs stay where they are.
Starter includes AI Product Readiness scores. Pro and Enterprise generate downloadable learning packs, verification tests, public verified pages, and scheduled refreshes (monthly on Pro, weekly on Enterprise).