How FPL Research works
From creator conversations to a durable, evidence-led research library.
Content → evidence → decisions
The full local application discovers creator episodes, acquires transcripts, extracts structured claims, compares disagreements and generates briefings. Every insight retains its creator, episode and supporting evidence.
The public edition reads an explicitly published snapshot. Browsing never starts processing or live AI research.
Configurable locally
- AI models
- Choose models for extraction, interpretation and synthesis.
- Transcript providers
- Configure native captions and your preferred fallback.
- Research instructions
- Adjust extraction and synthesis emphasis while preserving grounding rules.
- FPL integration
- Load official player data, fixtures and your own post-deadline squad.
Run the full product
Use your own Supabase project, OpenAI key and transcript configuration. The repository includes local setup and publishing instructions.