SteamOracle

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
Best Value

Pro

$9.99USD / month

What-If simulator + genre-tuned predictions

  • Everything in Starter
  • Advanced ML model — higher accuracy, 211-feature deep analysis
  • Up to 100 advanced analyses per month
  • Trailer analysis — hook, pacing, audio, CTA scored
  • Price impact modeling — optimize for max copies or max revenue
  • Genre-tuned review count and revenue projections
  • What-If simulator — tweak page elements, see predicted impact
  • Analysis history — track changes over time
  • Tag and pricing recommendations
Start Pro

Quant

$29.99USD / month

Unlimited analyses + API + benchmarking

  • Everything in Pro
  • 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

How SteamOracle Works

Real machine learning, not heuristics. Here's what happens when you analyze a game.

1

Submit

Paste your Steam link or upload your store page assets — capsule, screenshots, trailer, description

2

AI Analysis

Gemini AI scores 40+ quality dimensions across your capsule, screenshots, description, trailer, and tags

3

ML Prediction

XGBoost model trained on 9,000+ games uses 211 features to predict review counts and revenue

4

Actionable Results

Get your predicted review tier, revenue estimate, strengths, weaknesses, and specific fixes — in 30 seconds

What Gets Analyzed

211 features across every dimension of your store page — scored, weighted, and fed into a real ML model.

Capsule Image

Visual appeal, genre clarity, text readability, thumbnail effectiveness, and uniqueness — the #1 click-through driver on Steam.

Screenshots

Gameplay clarity, visual variety, composition quality, and narrative flow. The first 4 appear on hover in browse lists.

Description

Hook strength, clarity, keyword optimization, structure, above-the-fold impact, and media usage in the long description.

Trailers

Opening hook, gameplay showcase, premise clarity, production value, pacing, audio design, and overall polish. Pro feature.

Tags & Pricing

Tag breadth, accuracy, discoverability, and pricing perception relative to genre expectations and competitor positioning.

Market Context

Genre saturation, audience size, developer track record, community strength, and crossover potential — calibrated per genre.

Frequently Asked Questions

What do I get for free?
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Instant page quality scoring — capsule, screenshots, description scored with strengths, weaknesses, and actionable fixes. Plus a review range prediction. No account needed. Just paste a link.
How does the prediction model work?
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SteamOracle uses an XGBoost model trained on 9,000+ real Steam games with 211 features. Your store page is analyzed by Gemini AI to score 40+ quality dimensions (capsule appeal, screenshot variety, description clarity, etc.), then the ML model predicts review counts, revenue, and commercial viability based on actual outcomes from similar games.
How accurate are the predictions?
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The model correctly predicts the exact review tier 62.4% of the time and is within one tier 98% of the time. For games in the 100–10K review sweet spot, it's within 3x of the actual count 69% of the time. It cannot predict marketing spend, streamer coverage, or post-launch updates — roughly 27% of variance comes from factors outside the store page.
What is the What-If Simulator?
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A Pro feature that lets you tweak page elements — capsule, trailer, screenshots, price, tags — and instantly see the predicted impact on review counts and revenue. Iterate until you find the combination that maximizes your game's predicted success.
What does Price Optimization do?
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The model analyzes how different price points affect predicted copies sold vs. total revenue, using genre-specific elasticity data. You can optimize for maximum units (wider reach) or maximum revenue (higher per-unit return) and see the projected trade-offs.
Can I use this for unreleased games?
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Absolutely — that's the whole point. Upload your store page assets and get predictions before you launch. The model works on page quality signals, not post-launch data.
Can I cancel anytime?
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Yes. All plans are month-to-month. Cancel from your account settings and keep access through the end of your billing period.
What is the Quant tier API?
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The Quant tier includes API access so you can integrate SteamOracle predictions directly into your workflow — CI/CD pipelines, dashboards, Slack bots, or custom tools. Full JSON output for every analysis.

Ready to Predict Your Game's Success?

Start with the free analyzer. Upgrade when you need more.

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