--- url: "https://predictiontoolkit.com/tools/desearch-numinous-forecasting-api/" publisher: "PredictionToolkit" dateModified: "2026-11-02" --- [← Data APIs]() ![Desearch — forecasting research data logo]() Data API # Desearch: collect auditable evidence for your own forecast Desearch supplies search and extraction APIs for the evidence-gathering stage of forecasting. The old inventory label “Numinous Forecasting API” now leads to a Desearch case study; Numinous evaluation and scoring remain separate from retrieved data. [**3.5**/ 5Editorial rating]() [Editorial assessment]() [Visit Desearch]() www.desearch.ai **Available on:** API **Pricing:** [See plans and costs ↓]() [Screenshots]() [Explore alternatives]() [Data APIs]() [AI agents]() +1 more [News & OSINT]() ## Screenshots and interface Product preview1 / 2 Evidence retrieval in the Numinous example. ## What is Desearch — forecasting research data? Web Search returns titles, snippets and links; Extract provides cleaned page text. AI Search adds synthesized output with sources, while X Search brings posts and conversations as another evidence stream. Combine the APIs while preserving source selection and timestamps. The Numinous example describes retrieval during isolated agent evaluation, not an API-generated calibrated probability or a trade. Keep retrieval, interpretation and forecast output distinct, and budget each returned item, search, page or post under its own unit. Larger workloads can negotiate enterprise limits and service terms. ### Who it is for - Developers adding current evidence to forecasting agents. - Researchers retrieving documents for market theses. - Builders combining web and social search. ## Features and coverage - **Web Search** Retrieve titles, snippets and source links. - **AI Search** Request synthesized answers with cited sources. - **Page extraction** Retrieve cleaned source text. - **X Search** Query posts and conversations separately. - **Composable retrieval** Connect search and extraction in an evidence workflow. - **Numinous case study** Inspect evidence retrieval in isolated forecasting-agent evaluation. - **Usage units** Each API has its own billing unit. - **Enterprise capacity** Negotiate higher limits and service terms for larger workloads. ## Workflows with Desearch — forecasting research data ### Research an event Search the exact question, fetch primary documents and retain their dates with the forecast. ### Separate research stages Keep retrieval, interpretation and probability output auditable. ### Budget by unit Estimate searches, returned items, extracted pages and posts separately. ## Pricing and total cost Reference rates per 1,000 units are AI Search US$0.40/items, Web Search US$1/searches, Extract US$0.50/pages and X Search US$0.15/posts. Console shows account-specific rates. ### Fees and usage costs - X Search has a 10-post minimum per request, capped by the requested post count. ## Getting started **Before you start:** Retrieved evidence still needs interpretation and probability modeling. 1. Create an API account and choose evidence-collection endpoints. 2. Run a small request, inspect sources and review usage in Console. 3. Integrate retrieval with your own forecasting logic. The service supplies evidence, not a standalone probability or trading bot. [Read the Numinous integration case study]() ## Useful links - [Review search and extraction rates]() ### What to check - Retrieved evidence still needs interpretation and probability modeling. - The old inventory name does not describe the current case-study destination; Numinous scoring is separate. - Select reliable sources and preserve timestamps. A closer look ## Ratings & reviews Editorial rating **3.5**/ 5 0 user reviews PredictionToolkit editorial ### Our take on Desearch — forecasting research data Search and extraction APIs with distinct billing units are useful forecasting components. Evidence is not a calibrated prediction, and request minimums affect actual costs. Based on documented features, setup and access terms. [How we rate]() ### User reviews 0 The main score switches to user ratings after 5 published reviews. **Be the first to share your experience** A specific example helps the next person choose the right tool. ## Related tools [Browse category]() ![Adanos Polymarket stock-sentiment API and ticker-discovery entry]() ![Adanos Market Sentiment API logo]()[Adanos Market Sentiment API]() Data API**3.5**Editorial Compare stock-related prediction activity with social and news sentiment using shared API access. - Access API · CLI Also in APIs and Data Providers. ![Numinous Tools agent-skill overview and installation paths]() [Numinous Tools]() SDK**3.5**Editorial Request forecasts and market evidence from an agent while tracking separately metered API usage. - Language Python Forecasting ecosystem developer tools. ![Forecast AI provider example of asset-research agents]() ![Forecast AI logo]()[Forecast AI]() Research tool**3.0**Editorial Compare 7 specialist forecasts and their evidence before consensus, then inspect an identity's ongoing record. - Access Web Packaged multi-agent research workflows. ## Frequently asked questions about Desearch — forecasting research data ### Does Desearch assign the Numinous score? Numinous validators provide the described evaluation. ### Can I mix APIs? Yes, while accounting for each separate usage unit. ### Does it execute Polymarket orders? Order execution is outside this evidence service’s role. In this profile