Search APIs for AI Agents

    Real time web and social data in one simple API.

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    Explore Our Products

    Experience the power of real-time data search across multiple platforms with our unified API

    Example Query

    AI Search

    Built for Developers Who Need Search

    high rate limits, low latency, and production-ready

    Developer first API & SDKs

    High rate limits, low latency, and SDKs ready for production. Scale your search with ease.

    Real-Time Monitoring

    Real-time logs, errors, and usage tracking — so you can debug quickly and scale reliably.

    Test Before You Integrate

    Use our Playground to validate queries and see results instantly before deploying agents

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    Integrations that Scale

    Connect to LangChain, n8n, CrewAI, ElizaOS, and more — 10+ integrations ready out of the box

    Console

    One Console for All Your Search APIs

    Monitor calls, errors, and costs in one clean console – built for AI agent builders.

    Loved by 500+ AI agent builders

    From Playground tests to Console monitoring, agent teams cut dev time by 40% with us.

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    Console Preview

    Your Search API Key Awaits

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    Open API ConsoleKickstart with Free Credits

    Seamless API Integrations

    Plug Desearch into LangChain, LlamaIndex, ElizaOS, CrewAI, n8n, and more — 10+ integrations to power your apps with real-time search instantly.

    from desearch_py import Desearch  
desearch = Desearch('your-api-key')

results = desearch.ai_search( 
 prompt="Bittensor",
 tools=[ 
            "twitter", 
            "web", 
            "hackernews",
             "reddit"
         ], 
        model="NOVA",
         date_filter="PAST_24_HOURS",
         streaming=False, 
    )
    Response
    {
  "completion": {
    "search_summary": "Bittensor's (TAO token) is gaining attention as a decentralized protocol that incentivizes machine learning models through blockchain technology, enabling AI development and collaboration across a network of participants...",
    "key_sources": [
      {
        "text": "Bittensor (TAO): A comprehensive presentation",
        "url": "https://oakresearch.io/en/reports/protocols/bittensor"
      },
      {
        "text": "What Is Bittensor ($TAO)? Everything You Need to Know",
        "url": "https://coins.ph/academy/what-is-bittensor"
      }
    ]
  }
}

    Integrate with

    LlamaIndex
    LangChain
    OpenAIOpenAI
    ElizaOS
    MCPMCP
    Anthropic
    LlamaIndex
    LangChain
    OpenAIOpenAI
    ElizaOS
    MCPMCP
    Anthropic

    Proven to Outperform

    Across 11M+ queries, Desearch leads in accuracy, depth and source quality
    Beating top search and LLM providers

    Delivering summaries that reflect real source content, not hallucinations.

    Trusted by builders for accurate citations, reporting, and fast onboarding into complex topics.

    93%
    In text relevance
    Andi
    23.46%
    Gemini
    71.58%
    Perplexity
    90.7%
    Exa
    91.82%
    Desearch
    92.57%

    With 72%+ embedding similarity, Desearch aligns AI understanding with user intent.

    Perfect for semantic search, long-form queries, and reducing drift between what's asked and what's delivered - so your agents stay accurate and context-aware

    73%
    Embedding Quality
    Andi
    20.7%
    Gemini
    60.92%
    Desearch
    72.6%
    Perplexity
    73.27%
    Exa
    73.8%

    Delivers 80%+ link content relevance, ensuring results actually match query intent with minimal noise.

    For AI agent builders, this means cleaner outputs, fewer wasted calls, and agents that stay aligned with user intent

    70%
    Link relevance
    Gemini
    53.42%
    Exa
    59.63%
    Perplexity
    61.36%
    Andi
    62.06%
    Desearch
    80.46%
    Console Playground
    Console Dashboard

    Build, Test & Scale Agents

    You can do all of that inside of Desearch Console

    Get $5 free API credits

    Community Voices

    Real results from real users·View all

    ExponentialReed
    ExponentialReed
    @ExponentialReed

    Totally agree with this, i just connected mine to Bittensor $TAO subnet 22 @desearch_ai with an API end point for X data to help me with subnet analysis and the results are getting where they should be. This could be used by anyone in crypto doing reporting and research and is an incredible opportunity based on pricing.

    Tweet attachment
    53
    Reply
    Copy link
    Arpit
    Arpit
    @Arpit39338561

    ChatGPT can't see live tweets. Claude doesn't know market sentiment RIGHT NOW. Google trains on stale data. Then Desearch shows up. ⚡

    Tweet attachment

    Jan 15, 2025

    3
    Reply
    Copy link
    CryptoZPunisher
    CryptoZPunisher
    @CryptoZPunisher

    SN22 is becoming an intelligence layer for agents. And behind agents… come predictions, then portfolio management. Revenue + aligned incentives. The market probably hasn't fully priced this yet.

    Tweet attachment
    43
    Reply
    Copy link
    Numinous AI
    Numinous AI
    @numinous_ai

    The forecasting environments just got richer. Starting this Thursday, miners can choose to take on the cost of news retrieval via @desearch_ai The cost limit will move from $0.02 to $0.1 - making our environments ready for heavy forecasting tasks. #SN6 #TAO

    Jan 9, 2025

    53
    Reply
    Copy link
    vaNlabs
    vaNlabs
    @vaNlabs

    // Desearch integration complete crustty now has full social sentiment guidance and its integrated (weighted) in his subnet valuations. All thanks to Bittensor SN22 @desearch_ai Desearch vs. native X API below. I gave him both and asked to research @HermesSubnet, no bias.

    Tweet attachment
    28
    Reply
    Copy link
    Angry Dave
    Angry Dave
    @AngryDavee

    Desearch AI is somewhat like Google but decentralized and smarter > AI powered search to deliver smart, summarized results > APIs for developers to integrate decentralized search

    Tweet attachment

    Dec 28, 2024

    20
    Reply
    Copy link
    tao_Alph
    tao_Alph
    @tao_Alph

    with @desearch_ai API, Vericore pulls signals from X and Reddit to verify miner outputs, while miners use the same API to add context and deliver better results. Vericore's predictive evidence gathering with AI scoring becomes more comprehensive.

    Tweet attachment
    15
    Reply
    Copy link
    Nuance Subnet
    Nuance Subnet
    @NuanceSubnet

    Desearch has a powerful API for searching through X posts, which has been crucial for our subnet in order to find, verify and measure engagement on post on X.

    Tweet attachment

    Nov 21, 2024

    27
    Reply
    Copy link
    Purple
    Purple
    @Purple_P15

    @const_reborn Jacob Steeves on stage at #KBW2025 đź‘Ź The vision behind #Bittensor keeps proving why decentralization matters And we at @desearch_ai SN22 are proud to be building on top of it.

    Tweet attachment

    Feb 1, 2025

    26
    Reply
    Copy link
    Ventura Labs
    Ventura Labs
    @VenturaLabs

    Ventura Labs Ep. 67 – Giga Chkhikvadze Giga (@cosmic_desearch), Founder of Desearch (@desearch_ai)

    Tweet attachment

    Jan 18, 2025

    12
    Reply
    Copy link
    forexmusician
    forexmusician
    @forexmusician

    Desearch AI solves the first problem by providing real-time, high quality data. Instead of relying on static training data, Desearch allows AI systems to pull live information from sources like social platforms, forums and the broader web.

    Tweet attachment
    8
    Reply
    Copy link
    ExponentialReed
    ExponentialReed
    @ExponentialReed

    Totally agree with this, i just connected mine to Bittensor $TAO subnet 22 @desearch_ai with an API end point for X data to help me with subnet analysis and the results are getting where they should be. This could be used by anyone in crypto doing reporting and research and is an incredible opportunity based on pricing.

    Tweet attachment
    53
    Reply
    Copy link
    Arpit
    Arpit
    @Arpit39338561

    ChatGPT can't see live tweets. Claude doesn't know market sentiment RIGHT NOW. Google trains on stale data. Then Desearch shows up. ⚡

    Tweet attachment

    Jan 15, 2025

    3
    Reply
    Copy link
    CryptoZPunisher
    CryptoZPunisher
    @CryptoZPunisher

    SN22 is becoming an intelligence layer for agents. And behind agents… come predictions, then portfolio management. Revenue + aligned incentives. The market probably hasn't fully priced this yet.

    Tweet attachment
    43
    Reply
    Copy link
    Numinous AI
    Numinous AI
    @numinous_ai

    The forecasting environments just got richer. Starting this Thursday, miners can choose to take on the cost of news retrieval via @desearch_ai The cost limit will move from $0.02 to $0.1 - making our environments ready for heavy forecasting tasks. #SN6 #TAO

    Jan 9, 2025

    53
    Reply
    Copy link
    vaNlabs
    vaNlabs
    @vaNlabs

    // Desearch integration complete crustty now has full social sentiment guidance and its integrated (weighted) in his subnet valuations. All thanks to Bittensor SN22 @desearch_ai Desearch vs. native X API below. I gave him both and asked to research @HermesSubnet, no bias.

    Tweet attachment
    28
    Reply
    Copy link
    Angry Dave
    Angry Dave
    @AngryDavee

    Desearch AI is somewhat like Google but decentralized and smarter > AI powered search to deliver smart, summarized results > APIs for developers to integrate decentralized search

    Tweet attachment

    Dec 28, 2024

    20
    Reply
    Copy link
    tao_Alph
    tao_Alph
    @tao_Alph

    with @desearch_ai API, Vericore pulls signals from X and Reddit to verify miner outputs, while miners use the same API to add context and deliver better results. Vericore's predictive evidence gathering with AI scoring becomes more comprehensive.

    Tweet attachment
    15
    Reply
    Copy link
    Nuance Subnet
    Nuance Subnet
    @NuanceSubnet

    Desearch has a powerful API for searching through X posts, which has been crucial for our subnet in order to find, verify and measure engagement on post on X.

    Tweet attachment

    Nov 21, 2024

    27
    Reply
    Copy link
    Purple
    Purple
    @Purple_P15

    @const_reborn Jacob Steeves on stage at #KBW2025 đź‘Ź The vision behind #Bittensor keeps proving why decentralization matters And we at @desearch_ai SN22 are proud to be building on top of it.

    Tweet attachment

    Feb 1, 2025

    26
    Reply
    Copy link
    Ventura Labs
    Ventura Labs
    @VenturaLabs

    Ventura Labs Ep. 67 – Giga Chkhikvadze Giga (@cosmic_desearch), Founder of Desearch (@desearch_ai)

    Tweet attachment

    Jan 18, 2025

    12
    Reply
    Copy link
    forexmusician
    forexmusician
    @forexmusician

    Desearch AI solves the first problem by providing real-time, high quality data. Instead of relying on static training data, Desearch allows AI systems to pull live information from sources like social platforms, forums and the broader web.

    Tweet attachment
    8
    Reply
    Copy link
    Lazz
    Lazz
    @Lazz_eth

    Quick preview of the upcoming @Shogun__base analytics terminal Successful integrations include: - Decentralized Sentiment Analysis powered by @desearch_ai

    Tweet attachment

    Dec 15, 2024

    18
    Reply
    Copy link
    CryptoZPunisher
    CryptoZPunisher
    @CryptoZPunisher

    Bittensor $TAO Subnet 22: Desearch @desearch_ai Fascinating debate today in τhe Nerds group. It's always interesting to see what happens when a small circle of truly sharp minds starts digging into… a sleeping giant. 🔥 The most interesting part? More and more people are now using SN22's APY as a reference point in their reasoning.

    32
    Reply
    Copy link
    oblock
    oblock
    @oblock107

    SN22 @desearch_ai I first came across Desearch in Const's list of subnets Affine will use. Among big names like Ridges, Chutes, Templar, Desearch was the only unfamiliar one—which instantly piqued my interest. Just finished their recent AMA and it was packed with alpha🔥—here's a detailed breakdown of what it is and what it does.

    Tweet attachment

    Dec 30, 2024

    16
    Reply
    Copy link
    tao_Alph
    tao_Alph
    @tao_Alph

    with @desearch_ai API, Vericore pulls signals from X and Reddit to verify miner outputs, while miners use the same API to add context and deliver better results. Vericore's predictive evidence gathering with AI scoring becomes more comprehensive.

    2
    Reply
    Copy link
    Louise Beattie
    Louise Beattie
    @LouiseBeattie

    Didn't know much about SN22 @desearch_ai until I read this excellent primer. One to watch…

    Dec 30, 2024

    8
    Reply
    Copy link
    Angry Dave
    Angry Dave
    @AngryDavee

    Last month the @desearch_ai team joined us on @SubnetSummerTAO TG, and we talked a lot about their product, Rizzy Agent. Over the weekend, I finally sat down to explore it properly, and I can't lie, it's more than I expected. One thing people must understand is this Bittensor = AI + decentralization.

    Tweet attachment

    Jan 5, 2025

    21
    Reply
    Copy link
    Mark Creaser
    Mark Creaser
    @MarkCreaser

    Bittensor Revenue Search 26: Giga - SN22 Desearch

    Tweet attachment

    Jan 28, 2025

    3
    Reply
    Copy link
    KoiBud
    KoiBud
    @KoiBudG

    Desearch enables developers, businesses, and researchers to leverage cutting-edge AI capabilities in real-time. #Bittensor #DataScience

    Tweet attachment

    Dec 31, 2024

    2
    Reply
    Copy link
    Lazz
    Lazz
    @Lazz_eth

    Celium and desearch are amazing subnets… but x activity needs an overhaul Desearch specifically should be so much higher, but the Twitter account is barren.

    Oct 15, 2024

    2
    Reply
    Copy link
    Aku Alatao
    Aku Alatao
    @AkuAlatao891113

    N22 is here! 🚀 Meet "desearch" - the AI-driven decentralized search engine redefining results. Get unbiased, real-time insights from platforms like X, Reddit, and Arxiv with powerful sentiment analysis.

    Jan 2, 2025

    0
    Reply
    Copy link
    ythyg
    ythyg
    @ythyg42861694

    SN22 desearch just revolutionized the way we search! 🚀 Dive into unbiased, AI-powered results with real-time metadata from X, Reddit, and Arxiv.

    Jan 2, 2025

    0
    Reply
    Copy link
    Lazz
    Lazz
    @Lazz_eth

    Quick preview of the upcoming @Shogun__base analytics terminal Successful integrations include: - Decentralized Sentiment Analysis powered by @desearch_ai

    Tweet attachment

    Dec 15, 2024

    18
    Reply
    Copy link
    CryptoZPunisher
    CryptoZPunisher
    @CryptoZPunisher

    Bittensor $TAO Subnet 22: Desearch @desearch_ai Fascinating debate today in τhe Nerds group. It's always interesting to see what happens when a small circle of truly sharp minds starts digging into… a sleeping giant. 🔥 The most interesting part? More and more people are now using SN22's APY as a reference point in their reasoning.

    32
    Reply
    Copy link
    oblock
    oblock
    @oblock107

    SN22 @desearch_ai I first came across Desearch in Const's list of subnets Affine will use. Among big names like Ridges, Chutes, Templar, Desearch was the only unfamiliar one—which instantly piqued my interest. Just finished their recent AMA and it was packed with alpha🔥—here's a detailed breakdown of what it is and what it does.

    Tweet attachment

    Dec 30, 2024

    16
    Reply
    Copy link
    tao_Alph
    tao_Alph
    @tao_Alph

    with @desearch_ai API, Vericore pulls signals from X and Reddit to verify miner outputs, while miners use the same API to add context and deliver better results. Vericore's predictive evidence gathering with AI scoring becomes more comprehensive.

    2
    Reply
    Copy link
    Louise Beattie
    Louise Beattie
    @LouiseBeattie

    Didn't know much about SN22 @desearch_ai until I read this excellent primer. One to watch…

    Dec 30, 2024

    8
    Reply
    Copy link
    Angry Dave
    Angry Dave
    @AngryDavee

    Last month the @desearch_ai team joined us on @SubnetSummerTAO TG, and we talked a lot about their product, Rizzy Agent. Over the weekend, I finally sat down to explore it properly, and I can't lie, it's more than I expected. One thing people must understand is this Bittensor = AI + decentralization.

    Tweet attachment

    Jan 5, 2025

    21
    Reply
    Copy link
    Mark Creaser
    Mark Creaser
    @MarkCreaser

    Bittensor Revenue Search 26: Giga - SN22 Desearch

    Tweet attachment

    Jan 28, 2025

    3
    Reply
    Copy link
    KoiBud
    KoiBud
    @KoiBudG

    Desearch enables developers, businesses, and researchers to leverage cutting-edge AI capabilities in real-time. #Bittensor #DataScience

    Tweet attachment

    Dec 31, 2024

    2
    Reply
    Copy link
    Lazz
    Lazz
    @Lazz_eth

    Celium and desearch are amazing subnets… but x activity needs an overhaul Desearch specifically should be so much higher, but the Twitter account is barren.

    Oct 15, 2024

    2
    Reply
    Copy link
    Aku Alatao
    Aku Alatao
    @AkuAlatao891113

    N22 is here! 🚀 Meet "desearch" - the AI-driven decentralized search engine redefining results. Get unbiased, real-time insights from platforms like X, Reddit, and Arxiv with powerful sentiment analysis.

    Jan 2, 2025

    0
    Reply
    Copy link
    ythyg
    ythyg
    @ythyg42861694

    SN22 desearch just revolutionized the way we search! 🚀 Dive into unbiased, AI-powered results with real-time metadata from X, Reddit, and Arxiv.

    Jan 2, 2025

    0
    Reply
    Copy link

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