Welcome to RoLearn
RoLearn is a market intelligence platform that helps Roblox developers identify trends, predict market movements, and optimize monetization using ML predictions and real Roblox API data.Quickstart
Get up and running in under 5 minutes
Features
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API Reference
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Plans & Pricing
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What can you do with RoLearn?
Discover trending games before they blow up
Discover trending games before they blow up
Our ML-powered trend detection analyzes CCU velocity, engagement ratios, and genre dynamics to surface breakout games early — often days before they appear on Roblox’s own trending lists.
Forecast CCU and revenue
Forecast CCU and revenue
Prophet-based forecasting models predict future CCU trajectories for any tracked game. Revenue estimation combines gamepass analysis with player engagement data.
Find underserved genres
Find underserved genres
The Genre Opportunity Engine scores genres by saturation, growth rate, and revenue potential — helping you find the right niche before building.
Benchmark your game against competitors
Benchmark your game against competitors
Compare your game’s CCU, engagement, and monetization metrics against genre averages and top performers.
Analyze updates with AI
Analyze updates with AI
Track how your game updates affect player counts, with AI-powered analysis of what worked and what didn’t.
Architecture Overview
RoLearn pulls live data from the Roblox API every 5 minutes, processes it through ML pipelines, and serves predictions via a REST API that powers the dashboard.RoLearn tracks 50,000+ Roblox games with CCU data ingested every 5 minutes. New games are discovered automatically via smart scanning.

