Stop guessing what makes a hit.
4,000 new games launch on Roblox every week. Most are gone in two weeks. The ones that stick read the signals first. We give you those signals. Free to start.
Cozy Bakery Tycoon
Tycoon × cozy aesthetic · low saturation
Revenue band
$150K–$850K
Opportunity
8.4 / 10
Pre-Launch Validator
v282
/ 100
Concept score · vs Tycoon comp set
Built with creators, for creators.
Other studios ship and pray. You'll ship with proof.
0K+
Roblox games indexed
0 min
Signal refresh rate
0+
ML features per game
Build the game you can defend.
Three loops you run before you open Studio. Three reasons your next launch lands.
One new concept. Every morning. With the math.
One concept by 6am UTC, with the comp set, mechanics, revenue band and genre window attached. Save it, fork it, ship it.
Concept with a comp set
Every alpha ships with three breakout reference games, the mechanics they share and the revenue band you should target.
Genre Timing windows
When the genre last peaked, when it's due to peak again, and which season your launch should aim for.
Save and pitch
Save the alpha, fork it into your roadmap, or paste it into a deck. Comp data attached.
Today's Alpha
Shipped 06:00 UTC · Score 8.4 / 10
Cozy Bakery Tycoon
Tycoon × cozy aesthetic · low saturation, rising 18-24 demand
Revenue band
$150K–$850K
First 90 days · gamepass + ads
Genre window
Open · 14 days
Next peak: late October
Comp set
- Sandwich Tycoon412M visits18.2K
- Smoothie Empire287M visits12.4K
- Bake-Off RP94M visits8.1K
Game DNA · Pet Adopt 2
26 traits decomposed · ranked by lift vs genre
Loop · 5-min reward
Mechanic · rank #1
Lift
+92%
Limited-time hat drops
Monetization · rank #2
Lift
+88%
Lobby tutorial
Onboarding · rank #3
Lift
+81%
Daily login streak
Retention · rank #4
Lift
+74%
Group-only shop tier
Social · rank #5
Lift
+62%
Steal the mechanics. Skip the mistakes.
Every top game broken into its working parts — mechanics, monetization, onboarding, retention — with the patterns that actually recur across breakouts flagged.
Game DNA decomposition
Every top game broken into mechanics, monetization moves, onboarding loops and retention triggers. Reusable, not copyable.
Success Patterns library
The patterns that recur across breakouts in your genre. Sorted by lift and rarity so you steal smart, not lazy.
Stealth Radar
Games accelerating in their first 72 hours, before the trending board catches them. Your early-warning system.
Score the concept. Before you spend the sprint.
Paste your concept, get a score against the comp set and the one change that moves it most. Free for your first three runs a month.
Score your concept
26+ feature signals, scored against your comp set. Strengths, gaps and the one fix that moves the score most.
Revenue Simulator
Project the revenue band for your concept on three monetization models. The same model we ship to brands.
Validator report
PDF report in 30 seconds. Send it to your publisher or your investor. They read the same data you do.
Pre-Launch Validator
Concept · vs Tycoon comp set (28 games)
82
/ 100
Strongest signal: theme novelty (91). Soft spot: monetization model.
One change worth +6 points
Add a daily login streak. 18 of 28 top games in this genre use one.
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The next launch
Ship with proof, not vibes.
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