Prediction Market AI: Signals & Arbitrage | Polymarket+Kalshi
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from $30.00 / 1,000 ai intelligence briefs
Prediction Market AI: Signals & Arbitrage | Polymarket+Kalshi
Multi-platform prediction market intelligence: Polymarket, Kalshi, Manifold & PredictIt. 10+ AI trading signals: arbitrage, whale alerts, momentum, dead cat bounces, price surges, expiry urgency & risk rankings. AI briefs via DeepSeek. For quant funds, crypto traders & AI agents.
Pricing
from $30.00 / 1,000 ai intelligence briefs
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Prediction Market Intelligence Engine ๐ฎ v3.0
Cross-platform prediction market aggregator producing actionable trading signals โ not just raw data.
Aggregates Polymarket, Kalshi, Manifold, and PredictIt (US political markets). Runs AI-powered intelligence briefs via DeepSeek.
Why Traders Use This
Existing scrapers dump raw JSON. This Actor gives you signals you can trade on:
| Signal | What It Detects | Trader Action |
|---|---|---|
| Arbitrage | Same event, different odds (cross-platform) | Risk-free spread capture |
| Whale Alerts | $10K+ volume on contested markets | Follow the smart money |
| Volume Anomalies | 30%+ of total volume in past 24h | Front-run breaking events |
| Momentum Leaders | Strongest directional conviction | Trend-following entries |
| Dead Cat Bounces | Extreme price + sudden volume | Avoid traps / short the bounce |
| Price Surgers | 4%+ move in 1h or 8%+ in 24h | Momentum trading |
| Expiry Urgency | Markets resolving within 7 days | Last-minute positioning |
| Risk Rankings | Composite risk score (price + volume + expiry) | Position sizing |
What's New in v3.0
- PredictIt โ largest US political prediction market added
- Smart filtering โ removes dead markets (zero volume/liquidity)
- Risk scoring โ composite risk per market (price extremity ร volume ร expiry)
- Expiry urgency โ flag markets resolving this week
- Upgraded AI brief โ bolder, more actionable, no hedging
Input Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
platforms | array | ["polymarket","kalshi","manifold","predictit"] | Platforms to query |
categories | array | ["politics","crypto","sports","tech"] | Polymarket categories |
maxMarketsPerPlatform | integer | 200 | Results per platform (50-500) |
includeRawData | boolean | false | Include full raw market listings |
includeSignals | boolean | true | Compute trading signals |
kalshiApiKey | string | โ | Kalshi API key (optional) |
deepseekApiKey | string | โ | Enables AI intelligence briefs |
Output Example
{"scrapedAt":"2026-05-16T12:00:00Z","version":"3.0","totalMarkets":450,"platforms":["polymarket","kalshi","manifold","predictit"],"signals":{"crossPlatformArbitrage":[{"question":"Will BTC hit $150K?","spreadPercent":8.2,"platformA":{"name":"polymarket","price":0.72},"platformB":{"name":"kalshi","price":0.66}}],"whaleAlerts":[{"question":"2028 Presidential Election","platform":"polymarket","volume24h":428000,"yesPrice":0.12}],"priceSurgers":[{"question":"Fed rate cut June 2026","direction":"surging","change24h":0.23,"magnitude":"large"}],"expiryUrgency":[{"question":"Will SpaceX launch this week?","daysToExpiry":1,"urgency":"critical"}],"riskRankings":[{"question":"AI takeover by 2030","riskScore":0.92,"yesPrice":0.03}]},"categorySentiment":{"crypto":{"sentiment":"bullish","avgYesPrice":0.58},"politics":{"sentiment":"neutral"}},"aiBrief":"Crypto markets show bullish consensus... top arb: Polymarket vs Kalshi on BTC $150K with 8.2% spread..."}
Pricing (Pay-Per-Event)
| Event | Price | Triggers |
|---|---|---|
result | $0.01/run | Every Actor execution |
intelligence-brief | $0.03/brief | AI brief generated (DeepSeek key required) |
Full scan costs ~$0.04/run. Compare to manual monitoring across 4 platforms.
Technical Notes
- Pure API calls โ no headless browsers, fast and reliable
- Concurrent async fetching across all 4 platforms
- Normalized cross-platform data model
- Runs on Apify Free tier ($5/month credit = 125+ runs)
Use Cases
- Quant funds โ Signal feed into trading models
- Crypto traders โ Cross-platform sentiment for portfolio decisions
- Election analysts โ PredictIt + Polymarket odds comparison
- News desks โ Identify events markets are pricing in
- Arbitrage bots โ Automated cross-platform opportunity detection
- AI trading agents โ Structured market intelligence for autonomous execution
Markets price the future. Trade the signals.
