Key Features

1. Real-Time Sentiment Scoring

Polykoe continuously monitors conversations across prediction market platforms:

• Multi-source Aggregation: Combines data from Polymarket comments, X/Twitter threads, and other social platforms

• Outcome-specific Analysis: Calculates separate sentiment scores for each possible outcome in a market

• Temporal Tracking: Shows how sentiment evolves over hours, days, and weeks

• Volume Weighting: Considers both intensity and volume of discussions

How it works: Natural language processing algorithms analyze text sentiment, account credibility, engagement metrics, and historical accuracy to produce weighted sentiment scores ranging from 0-100 for each outcome.

2. Divergence Signal System

The Divergence Signal is Polykoe's core trading intelligence feature:

Strong Buy Signal (Bullish Divergence)

• High sentiment score (70-100)

• Low current price (below 30%)

• Interpretation: Public conviction is building but not yet reflected in price

• Action: Consider accumulating position before sentiment drives price higher

Strong Sell Signal (Bearish Divergence)

• Low sentiment score (0-30)

• High current price (above 70%)

• Interpretation: Price has overshot underlying conviction

• Action: Consider reducing exposure or taking contrarian position

Neutral Signal

• Sentiment and price are aligned

• No significant divergence detected

• Interpretation: Market is efficiently priced based on current conviction

• Action: Wait for better entry opportunities or trade other markets

3. Conviction Momentum Tracking

Understanding the direction and velocity of sentiment change is crucial:

• Trend Analysis: Identifies whether sentiment is strengthening or weakening

• Acceleration Metrics: Measures how quickly opinion is shifting

• Volatility Indicators: Flags markets with rapidly changing sentiment

• Confidence Levels: Shows statistical certainty of sentiment measurements

4. Multi-Platform Intelligence

Polykoe doesn't rely on a single data source:

Polymarket Comments

• Direct market participant discussions

• High-conviction signals from users with capital at risk

• Technical analysis and fundamental reasoning

X/Twitter Conversations

• Broader public opinion and trending topics

• Influencer sentiment and viral narratives

• Breaking news and event-driven reactions

Cross-Platform Validation

• Correlates signals across platforms for confirmation

• Identifies platform-specific biases

• Weights sources by historical predictive accuracy