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167 tracked apps · United States · All stores.
Apps tracked
ObservedMedian opportunity score
AI-derivedMedian growth
Openness
AI-derivedEntry readAI-derived
- 4 vulnerable incumbents earn $10K+/mo (est.) with ratings under 4.0 — users are paying for products they dislike.
- Competition is moderate: median openness is 42/100.
- Revenue is top-heavy: the top earner makes about 180× the median app ($261K vs $1.4K/mo, est.).
- 63 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 167 of 167 apps with estimates.
- Top earner
- $261K/mo
- 90th percentile
- $8.6K/mo
- 75th percentile
- $3.4K/mo
- Median
- $1.4K/mo
- 25th percentile
- $840/mo
Revenue tiersEstimated
Apps per estimated monthly revenue tier.
- 56Micro · 34%
- 96Small · 57%
- 13Medium · 8%
- 2Large · 1%
- Under $100 $0–$100
- 0
- Micro $100–$1K
- 56
- Small $1K–$10K
- 96
- Medium $10K–$100K
- 13
- Large $100K–$1M
- 2
- Mega $1M+
- 0
Pricing model mixObserved
Listed pricing structure.
- 78Paid · 47%
- 89Unknown · 53%
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 13
High traction, rated under 4.0 — users stay despite the product.
- EarthScope: GPS Map Camera93 opportunity score
- RouteXL: Smart Truck GPS89 opportunity score
- MilGPS PRO88 opportunity score
Market leaders 71
High traction, rated 4.0 or better.
- Radar GO-X : Navigation, Map55 opportunity score
- GPS Speedometer Simple49 opportunity score
- Matchy Maps47 opportunity score
Hidden gems 63
Rated 4.0 or better, below-median traction.
- Altitude Drive60 opportunity score
- Rods — Corner & Road Alerts42 opportunity score
- Car Dashboard Widgets - HiCar38 opportunity score
Weak competitors 20
Below-median traction, rated under 4.0.
- هدهد: خرائط الخليج الأدق84 opportunity score
- Sacramento Intl SMF Airport82 opportunity score
- San Francisco Intl SFO Airport82 opportunity score