ML-Powered Prediction Engine

Predict Your Game's Success Before Launch

The only tool that uses real ML trained on 9,000+ Steam games to predict review counts, revenue, and page quality from your store page alone.

Foresight
ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR • ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR • ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR • ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR • ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR • ML-POWERED PREDICTIONS • 211 FEATURES ANALYZED • 9,000+ GAMES TRAINED ON • REVIEW COUNT ESTIMATES • REVENUE PROJECTIONS • WHAT-IF SIMULATOR •

Why SteamOracle?

Machine learning trained on thousands of real Steam games to predict your game's commercial potential from its store page alone.

211 Features Analyzed

Every element of your Steam page quantified: capsule appeal, screenshot quality, description clarity, tag strategy, pricing perception, and 200+ more signals the model uses to predict your game's trajectory.

Trained on 9,000+ Games

Not guesswork. A real XGBoost model trained on actual Steam outcomes — from 0-review indie games to 50K+ review hits. The model knows what success looks like in your genre.

Genre-Tuned Predictions

Review multipliers and market dynamics calibrated per genre. An RPG and a puzzle game are scored against their own benchmarks, not a one-size-fits-all curve.

What-If Simulator

Change your capsule, swap your trailer, adjust your price — see the predicted impact on reviews and revenue instantly. Iterate until you find the winning combination.

Price Optimization

Find the sweet spot between maximizing copies sold and maximizing revenue. Data-driven pricing powered by genre-specific elasticity curves, not gut feeling.

Revenue Projections

From predicted review counts to estimated copies sold and lifetime revenue, using genre-specific review multipliers (20-150x). Know your commercial potential before you launch.

REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR • REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR • REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR • REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR • REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR • REVIEW COUNT PREDICTION • REVENUE ESTIMATES • CAPSULE SCORING • TRAILER ANALYSIS • PRICE OPTIMIZATION • WHAT-IF SIMULATOR •

Simple Pricing

Start free. Go Pro for deeper analysis and What-If simulation. Go Quant for unlimited power. No contracts.

Starter

Free

Full analysis, forever free

  • Instant page quality score
  • Capsule, screenshots, and description scored
  • Review range prediction
  • Strengths, weaknesses, and actionable fixes
  • No account required
Score My Page
Unlimited Power

Quant

$29.99/mo

Unlimited analyses + API + benchmarking

  • Unlimited advanced analyses
  • Revenue forecasting with confidence intervals
  • Competitor benchmarking — compare against games in your genre
  • Priority processing — your analyses run first
  • Full data export (CSV/JSON) for team sharing
  • API access for integrating predictions into your workflow
  • Custom report generation
  • Early access to new models and features
Start Quant

Ready to Predict Your Game's Success?

Paste your Steam link. Get a prediction in 30 seconds. Completely free.