🔬How Does the AI Evaluate?
Our analysis is not a black box. We use 8 independent data sources and a 2-stage scoring system to neutrally analyze fake reviews and biased ratings.
1. Fraud Score Formula
Final Fraud Score =
Statistical Score × 0.7 + AI Judgment × 0.3
Blends statistical anomaly detection (70%) from playtime, review length, and owned games with Gemini NLP analysis (30%) to minimize AI hallucination risk.
2. 6-Axis Quality Rating
🎨GRAPHICS
Art & Visual Quality
🎮GAMEPLAY
Controls & Systems
📖STORY
Narrative & World
💰VALUE
Price vs Content
⏱️VOLUME
Playtime & Density
🔧STABILITY
Performance & Bugs
Visualizes each game's strengths and weaknesses across 6 quality axes (0–100 pts).
3. Integrated Data Sources
🎮 Steam API
🌐 Google Search
📊 Metacritic
💰 Price History
⚠️ Anomaly Detection
Cross-verifies not just Steam reviews but also external critic scores and Reddit/community sentiment for reliability.
>DATABASE
🚨
Overrated Fake
High Steam ratings but AI flagged as fake
Best Under $10
Best value picks under $10
Developer Trust
Developer trust score ranking
Game VS Battle
Compare two games head-to-head
🎮
Gamer Passport
Swipe to find your gamer type
🏥
Health Check
AI game health diagnosis
🚨
Fraud Report
Weekly suspicious review ranking
📜
Controversy Archive
Historic Steam controversies
🌍
Global News
Overseas controversies & indie discoveries
Lab Notes: Latest Analysis & Development Columns
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🔬 Discovery Tools
Advanced exploration powered by AI analysis
