{"uid":"cap_yX4dov6XTbu7WIgCXCIgM","slug":"animica-forecast-ai-powered-prediction-market-forecaster-b26dab0f","name":"Animica Forecast — AI-Powered Prediction Market Forecaster","description":"Ask a yes/no question about the future and get three things: an independent model probability, the live price of the matching prediction market when one exists, and — the point of the product — the whole record anchored into the Animica data-availability layer with a commitment anyone can verify FREE and permanently at GET /x402/forecast/{commitment}. Anyone can claim afterwards that they called it; this proves what was believed beforehand. Both numbers are always returned side by side: the model is NOT claimed to beat the market, and our own accuracy against every resolved market is published free at GET /x402/forecast/calibration, including when we lose. If the record cannot be anchored the call fails rather than selling an unanchored prediction.","url":"https://animica.dev/x402/forecast","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"question":{"type":"string","description":"a yes/no question about the future, e.g. \"Will X happen before 2027?\""},"market_id":{"type":"string","description":"pin the comparison by market id"},"market_slug":{"type":"string","description":"pin the comparison to a specific prediction market by slug"}}},"responseSchema":{"type":"json"},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002874","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002874/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002874","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002874","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_PbscRaBA5rR8xDdSo1BKZ","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002874","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Answers a yes/no question about the future using an AI model, optionally anchoring the prediction against a real-world prediction market, and returns a cryptographically anchored probability with reasoning and proof.","exampleAgentPrompt":"Will the US Federal Reserve cut interest rates before the end of 2025? Give me an AI forecast with probability and reasoning, and if there's a prediction market for it use the slug 'fed-rate-cut-2025' to anchor the comparison.","exampleUseCases":[{"title":"Election outcome probability estimate","prompt":"What's the probability that a third-party candidate wins a US Senate seat in the 2026 midterms? Give me an AI forecast with your reasoning for the question 'Will a third-party candidate win a US Senate seat in the 2026 midterms?'"},{"title":"Tech event deadline forecast","prompt":"How likely is it that OpenAI releases GPT-5 before January 1 2026? Use prediction market slug 'openai-gpt5-2025' to compare the AI forecast against market odds and show me the divergence."},{"title":"Geopolitical event prediction","prompt":"What's the AI's probability that NATO membership expands to include a new country before 2027? I want the full reasoning, the anchored proof, and a verification URL I can share."}],"resultDescription":"Returns a JSON object containing: a commitment hash and verify_url for the anchored prediction; record (exact anchored bytes); model object with probability (0–1), reasoning text, and model name; market object (if a market was matched) with current price, market id, slug, end date, and source or null; divergence between AI probability and market price; anchored_at with blockchain head height and hash; proof bytes; and an explicit statement of what the proof does and does not establish.","failureModes":["Question is not a valid yes/no format — returns validation error","market_id or market_slug does not match any known prediction market — market field returns null","Blockchain anchoring service unavailable — proof or anchored_at may be missing or error","AI model inference failure — returns server error","Payment not processed (x402) — request rejected before inference runs","Ambiguous or non-forecasting question causes low-confidence or malformed probability output"],"whenToPreferThis":"Choose this endpoint when you need a verifiable, cryptographically anchored AI probability estimate for a yes/no question about the future — especially when you want to compare the AI forecast against live prediction market odds to detect divergence. Prefer this over generic LLM querying when you need a tamper-evident proof of the prediction (anchored to a blockchain block), a structured probability score rather than a prose answer, or a side-by-side market comparison. Best suited for research, journalism, trading signal generation, or any workflow where auditability of the AI forecast matters.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:33:07.376Z","isFirstParty":false}