Polymarket Approval Rating Markets

The polls are public. The alpha is in the speed.

An automated trading bot that turns publicly available approval rating data into Polymarket positions. Poll quality scoring, bot-aware sizing, risk-averse execution.

Market Category Approval Ratings
Resolution Source Silver Bulletin
Active Markets 128+
Strategy Risk-Averse

From poll drop to position in seconds

01
Ingest Poll Data
Monitors Silver Bulletin, FiveThirtyEight, and major pollsters in real-time. Every new poll is captured the moment it drops.
02
Weight by Pollster Quality
Not all polls are equal. Each pollster carries a quality score based on methodology, historical accuracy, and sample size. A Pew poll moves the model differently than an online panel.
03
Generate Trading Signal
Compares the model's predicted approval value against current Polymarket contract prices. When the spread exceeds a threshold, it flags a trade.
04
Execute with Risk Controls
Positions are sized using Kelly criterion with conservative dampening. Follows top-performing approval market wallets to validate directional bias before committing capital.

Why approval markets are different

DATA

Known Resolution Source

Unlike crypto or geopolitical markets, approval markets resolve against Silver Bulletin's publicly tracked polling average. The answer isn't a guess, it's a measurement.

SIGNAL

Poll Quality Scoring

Every pollster has a track record. A/B rated pollsters move the weighted average more than C-rated ones. The bot knows the difference before the market does.

SPEED

First-Mover Window

When a major poll drops, there's a 30-second to 5-minute window where Polymarket prices haven't fully adjusted. Automated execution captures that spread.

RISK

Bot-Aware Positioning

Monitors the most profitable wallets in approval markets. Their positions validate or contradict the model's signal, adding a layer of consensus before trading.

The numbers behind the opportunity

$40M+ Extracted by Polymarket bots in the last year through structural pricing inefficiencies
14/20 Most profitable Polymarket wallets are automated bots, not human traders
128+ Active approval rating markets with multiple new contracts opening weekly
$1.2M+ Trading volume in the approval category alone, growing as midterms approach

Prediction markets reward the disciplined, not the dramatic

Most traders bet on gut instinct. ApprovalAlpha bets on data, quality-weighted signals, and risk-controlled execution. The polls are public. The edge is systematic.