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 Roll”
Crowded
Strong, charting rivals already own this. Only enter with something very different.
OpenCompetitiveCrowded
7 matched apps currently sit in the top 10 charts — niche looks saturated with strong incumbents (saturation 79/100).
55competitors found
17in the charts
3.6avg rating, top apps
18launched in 30 days
Who you’d compete with
Top 10 by chart rank and ratingsNew in this niche
18 launched in the last 30 days
Dicey Dice: 3D Dice Roller
Austin Ciminillo
Dice Roller & Tokens: Rollnook
Lucio Duran
Dice Roll Probability Tester
宁 许
Dice Roller: 3D Roll Simulator
Yohan Cassaigne
D20+ Dice Roller 3D
John David J Rowlands
Dice Roller FairDice: D20 TRPG
Anas Hafidi
Finyx Dice – Kids Dice Roller
Meera Choudhary
Dice Roller: Play & Challenge
Mao Lmo
Dice Harbor: Roll & Build
Steven Johnson
Dice Roll It
Jerald Troyer
Risky Rolls: Farkle 10000 Dice
Shubh Chopra
Shake Dice - 3D Dice Roller
VAN LY
Where the opening is
- Had 55 description(s) but no strong recurring theme patterns; manual review recommended.
What to do next
- Only proceed with a sharp wedge — me-too launches will struggle here.
- Review these strong incumbents before pivoting: Ludo Club・Fun Dice Board Game, LUDO, Dice A Million.
- Consider an adjacent keyword or sub-audience with weaker chart presence.
- Use Launches (/launches?q=Dice%20Roll) to see if new launches still enter this space.
How we scored this
Competitors+40
Chart presence+19.6
Ratings+19
Update pace0
Saturation79/100
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.