For miners & data providers

Build on the Desearch network

Desearch runs on Bittensor Subnet 22; miners crawl pages and embed them; validators check a sample of both the crawled pages and the embeddings; rewards follow accepted work. If you want to supply the network rather than consume the API, start here.

Desearch on GitHub Read the whitepaper

Guides for the network

How to Earn on Desearch Subnet 22: Crawl Pages for the Web IndexHow Desearch Subnet 22 miners earn now: crawl assigned pages, upload extracted text, pass validator checks, and grow your share of verified pages.
How to Engineer a Competitive Miner for Live SearchHow to engineer a competitive live search miner on Desearch: architecture, validator scoring, and optimization strategies to rank higher in Subnet 22.
Centralized vs. Decentralized Search APIs: Why Desearch Is DifferentA deep dive into centralized vs. decentralized search APIs, and how Desearch uses decentralized infrastructure for scalable, fault-tolerant, live search.
How Scoring and Incentives Work in Desearch (Beginner Friendly Guide)How decentralized search scoring, validator evaluations, and TAO rewards incentivize relevance, freshness, and structured outputs while enforcing penalties.
How to Become a Data Provider Miner on Desearch (A Developer Guide)Developer guide to building a competitive data-provider miner: setup, scoring, LLM summaries, pipelines, and infrastructure.
What Is a Decentralized Search Engine? How Desearch Builds a Web Index on BittensorHow Desearch uses Bittensor Subnet 22 to build a web index for AI: miners crawl pages, validators check a sample, and the search API serves the index.
Desearch for Developers: Use the API or Become a Data ProviderCompare decentralized APIs and node operation: pros, pricing, and how developers can build apps or earn by contributing to a Web3 search network.