Market
Utilities
174 tracked apps · United States · All stores.
Apps tracked
ObservedMedian opportunity score
AI-derivedMedian growth
Openness
AI-derivedEntry readAI-derived
- 12 vulnerable incumbents earn $10K+/mo (est.) with ratings under 4.0 — users are paying for products they dislike.
- The category is crowded: median openness is only 40/100, so expect strong incumbents and costly acquisition.
- Revenue is top-heavy: the top earner makes about 60× the median app ($813K vs $14K/mo, est.).
- 64 hidden gems rate 4.0+ with below-median traction — quality alone has not won distribution here.
- Observedstore facts
- Estimatedmodelled ranges
- AI-derivedanalysis
Revenue distributionEstimated
Estimated monthly revenue (range midpoints) across the 166 of 174 apps with estimates.
- Top earner
- $813K/mo
- 90th percentile
- $53K/mo
- 75th percentile
- $28K/mo
- Median
- $14K/mo
- 25th percentile
- $4.7K/mo
Revenue tiersEstimated
Apps per estimated monthly revenue tier.
- 4Micro · 2%
- 55Small · 33%
- 99Medium · 60%
- 8Large · 5%
- Under $100 $0–$100
- 0
- Micro $100–$1K
- 4
- Small $1K–$10K
- 55
- Medium $10K–$100K
- 99
- Large $100K–$1M
- 8
- Mega $1M+
- 0
- No estimate
- 8
Pricing model mixObserved
Listed pricing structure.
- 95Paid · 55%
- 79Unknown · 45%
Median monthly plan—no app lists a monthly price
Market movers
Largest growth changes in this category (90 days, or the history available).
Top gainers
No app is growing yet.
Top decliners
No app is declining.
Competitive positioningAI-derived
Traction against rating. Vulnerable incumbents — high traction, rated under 4.0 — are where users pay for products they dislike.
Vulnerable incumbents 12
High traction, rated under 4.0 — users stay despite the product.
- Epic Games87 opportunity score
- V2Box Pro - V2ray Client73 opportunity score
- incy70 opportunity score
Market leaders 72
High traction, rated 4.0 or better.
- GeoScope: GPS Map Camera74 opportunity score
- Holy Bible Faith:Verse&Audio69 opportunity score
- VPN Unlimited・Proxy Master App66 opportunity score
Hidden gems 64
Rated 4.0 or better, below-median traction.
- TV Remote Control · Universal51 opportunity score
- Runa: RPG Maker & VN Player50 opportunity score
- Clean Lion48 opportunity score
Weak competitors 17
Below-median traction, rated under 4.0.
- OwnVPN100 opportunity score
- RPGPlayer - An RPGMaker Player76 opportunity score
- iUniform AGSU64 opportunity score