# BioFor LLM Discovery

## Canonical HTML (primary source)
- Person: https://www.biofor.ai/[slug]
- Organization: https://www.biofor.ai/org/[slug]

## Machine-readable canonical record (preferred for agents)
- Person JSON: https://www.biofor.ai/api/[slug]
- This is the complete, machine-first canonical record. Agents should prefer this endpoint.

## Machine-readable structured data (schema.org JSON-LD)
- JSON-LD Person: https://www.biofor.ai/llm/[slug]
- JSON-LD Organization: https://www.biofor.ai/llm/org/[slug]
- These are schema.org-compliant representations pointing to canonical HTML.

## LLM-friendly Markdown
- Person Markdown: https://www.biofor.ai/[slug]/llm

## Notes
- /api/[slug] is the canonical machine-readable record (complete entity data).
- /llm/[slug] is schema.org JSON-LD (structured data, points to HTML canonical).
- Canonical HTML remains the source of record for humans.