Niche Explorer
Is this idea worth building?
See the apps you’d compete with, how crowded the niche is and what launched in it lately. Real store data, no invented download numbers.
Verdict for “Dice Roller”
Competitive
Real competition. You’ll need a clear angle or an underserved audience.
OpenCompetitiveCrowded
Mid-pack saturation (54/100) with 21 DB matches (7 charting). Viable with a clear wedge; validate further before building.
21competitors found
7in the charts
0.9avg rating, top apps
11launched in 30 days
Who you’d compete with
Top 10 by chart rank and ratingsNew in this niche
11 launched in the last 30 days
Dice Roller & Tokens: Rollnook
Lucio Duran
Dicey Dice: 3D Dice Roller
Austin Ciminillo
Dice Roller: 3D Roll Simulator
Yohan Cassaigne
D20+ Dice Roller 3D
John David J Rowlands
Finyx Dice – Kids Dice Roller
Meera Choudhary
Dice Roller FairDice: D20 TRPG
Anas Hafidi
Dice Roller: Play & Challenge
Mao Lmo
Shake Dice - 3D Dice Roller
VAN LY
Dice Roller 3D - Shake it!
Wiktor Pabich
Dice2Roll: 3D Dice Roller
Nordic Mythos Oy
The Dice Game: High Rollers
Athletic Estate, Inc
Where the opening is
- Had 21 description(s) but no strong recurring theme patterns; manual review recommended.
What to do next
- Study top charting rivals — what they ship well and what listings leave weak.
- Hunt for stale or single-version apps as a maintenance wedge.
- Narrow to a sharper sub-niche under “Dice Roller” before committing.
- Compare store pages for: Dice Roller!, EmergencyD20, Chrono-Tithe: Turn Timer.
How we scored this
Competitors+34
Chart presence+9
Ratings+10.5
Update pace0
Saturation54/100
About the data
- Match set has ratings and chart signals; score is based on stored crawler data only.
Open below 40, competitive 40–69, crowded from 70 or with 3+ top-10 charting rivals. We never estimate downloads or revenue. Generated 2 Oct 2026.