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โ‡ฑ Prediction Market AI: Signals & Arbitrage | Polymarket+Kalshi ยท Apify


๐Ÿ‘ Prediction Market AI: Signals & Arbitrage | Polymarket+Kalshi avatar

Prediction Market AI: Signals & Arbitrage | Polymarket+Kalshi

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from $30.00 / 1,000 ai intelligence briefs

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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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Developer

๐Ÿ‘ Cass Zhu

Cass Zhu

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a month ago

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Prediction Market Intelligence Engine ๐Ÿ”ฎ 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:

SignalWhat It DetectsTrader Action
ArbitrageSame event, different odds (cross-platform)Risk-free spread capture
Whale Alerts$10K+ volume on contested marketsFollow the smart money
Volume Anomalies30%+ of total volume in past 24hFront-run breaking events
Momentum LeadersStrongest directional convictionTrend-following entries
Dead Cat BouncesExtreme price + sudden volumeAvoid traps / short the bounce
Price Surgers4%+ move in 1h or 8%+ in 24hMomentum trading
Expiry UrgencyMarkets resolving within 7 daysLast-minute positioning
Risk RankingsComposite 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

ParameterTypeDefaultDescription
platformsarray["polymarket","kalshi","manifold","predictit"]Platforms to query
categoriesarray["politics","crypto","sports","tech"]Polymarket categories
maxMarketsPerPlatforminteger200Results per platform (50-500)
includeRawDatabooleanfalseInclude full raw market listings
includeSignalsbooleantrueCompute trading signals
kalshiApiKeystringโ€”Kalshi API key (optional)
deepseekApiKeystringโ€”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)

EventPriceTriggers
result$0.01/runEvery Actor execution
intelligence-brief$0.03/briefAI 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.

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