AI player prop analytics

Find the signal.
Research the edge.

Institutional-grade player prop research that turns market context and simulation output into a clearer decision framework.

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PropSignal is a quantitative research tool. Model output is informational and not betting advice. Must be 21+ to wager. Gamble responsibly.

Illustrative research scenario

Static sample for product demonstration

Sample player

Example matchup · Skill position

Sample line: Over 4.5 receptions

+110

Illustrative probability

68%

Example edge

+9.7%

Scenario confidence

High

Source

Sample

Illustrative sample data — not live odds, a current player prop, or betting advice.

Live model accuracy & track record

Every play graded against the final box score

Live real-time settlement

Verified win rate (65%+ prob)

0.0%

0 high-confidence plays

Net ROI

+0.0%

+0 units

Total graded plays

Overall hit rate 0.0%

Record (W-L-P)

0-0-0

Awaiting first settlement

How it works

Three steps from raw odds to a ranked board

Step 1

Ingest Data

Live player prop lines from sportsbook feeds are normalized and matched to each player's last ten games of performance data.

Step 2

Run Monte Carlo Simulations

Every prop is simulated 1,000 times against recency-weighted historical variance to model the distribution of outcomes.

Step 3

Discover +EV Plays

Hit probability is priced against the book's implied odds. Anything clearing +5% expected value is flagged as a high value play.

Membership

Access tiers

Every plan starts with a 7-day free trial. Switch to annual billing for a 3.5% discount.

Standard

$99/ month

Billed monthly

The full +EV signal book, refreshed every 15 minutes.

Full high value play board, all leagues
1,000-iteration Monte Carlo on every prop
EV, hit probability and projection variance
15-minute automated pipeline refresh

Pro

Full research suite

$249/ month