Agent-friendly sites

A website can be designed for humans, crawlers, and AI agents at the same time.

Agent-friendly does not mean replacing human design. It means giving machine readers the same clean truth a human should see.

Folium Systems can build agent-friendly website infrastructure with crawlable HTML, route maps, direct-answer pages, schema, sitemaps, robots rules, `llms.txt`, AI manifests, capability indexes, and public-safe proof boundaries. That same discipline can be applied to customer sites.

Infrastructure pieces

  • Clear route hierarchy and canonical links.
  • Direct answers for AEO and buyer agents.
  • Machine-readable files and JSON indexes.
  • Disambiguation pages for entity clarity.
  • Verifier scripts that catch unsafe public claims before deploy.