FairFetch for specialist research
Specialist research for AI agents to discover, license, and retrieve.
FairFetch helps AI agents find and retrieve high-quality external research from independent equity research firms, market intelligence groups, pharma analysts, and other specialist knowledge providers with clear pricing, permissions, and logs.
Why agents need FairFetch
- Web search is noisy and SEO-driven.
- Paywalled research is fragmented and hard for agents to procure.
- One-off licensing deals do not scale for long-tail specialist research.
- RAG/inference retrieval creates repeated demand, not just one-time training value.
How it works
- Research providers list content and terms.
- FairFetch makes sources discoverable and agent-readable.
- Agents retrieve licensed research through tokens/API.
- Both sides get logs, pricing, and receipts.
Who it is for
Research providers: equity research, market intelligence, pharma analysis, sector specialists.
AI teams: research copilots, enterprise agents, wealth agents, consulting agents.
Example query
A wealth management agent is asked: “What is the best independent analysis on Indian Energy Exchange?” Instead of scraping recent SEO/news articles, it can compare specialist reports, pricing, license terms, and retrieve the best source through FairFetch.
Marketplace primitives
Research providers
List analyst notes, market reports, and specialist datasets with retrieval permissions and license terms.
AI teams
Find AI-ready specialist research, compare pricing and terms, and retrieve with receipts and logs.
Directory
Explore sources such as IEX sector note, GLP-1 market map, and India power exchange analysis.