For miners & data providers

Build on the Desearch network

Desearch runs on Bittensor Subnet 22: contributors provide search intelligence, reviewers score usefulness, and incentives reward better 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 Skilled Developers Can Earn by Competing in Real-Time SearchDiscover how skilled developers can earn by building and optimizing real-time search infrastructure. Learn how performance-based rewards work and how engineers compete in Desearch.
How to Engineer a Competitive Miner for Real-Time SearchLearn how to engineer a competitive real-time search miner on Desearch. Explore architecture, validator scoring, optimization strategies, and how backend developers can 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 leverages decentralized infrastructure for scalable, fault-tolerant, real-time 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 Is Building Search on BittensorHow Desearch builds decentralized search on Bittensor using miners, validators and token incentives to deliver real-time structured data for AI.
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.