Market
Productivity
181 tracked apps · United States · All stores.
Apps tracked
ObservedMedian opportunity score
AI-derivedMedian growth
Openness
AI-derivedEntry readAI-derived
- 5 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 34/100, so expect strong incumbents and costly acquisition.
- Revenue is top-heavy: the top earner makes about 236× the median app ($3.3M vs $14K/mo, est.).
- 56 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 156 of 181 apps with estimates.
- Top earner
- $3.3M/mo
- 90th percentile
- $154K/mo
- 75th percentile
- $29K/mo
- Median
- $14K/mo
- 25th percentile
- $4.8K/mo
Revenue tiersEstimated
Apps per estimated monthly revenue tier.
- 2Micro · 1%
- 54Small · 35%
- 81Medium · 52%
- 15Large · 10%
- 4Mega · 2%
- Under $100 $0–$100
- 0
- Micro $100–$1K
- 2
- Small $1K–$10K
- 54
- Medium $10K–$100K
- 81
- Large $100K–$1M
- 15
- Mega $1M+
- 4
- No estimate
- 25
Pricing model mixObserved
Listed pricing structure.
- 90Paid · 50%
- 91Unknown · 50%
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 5
High traction, rated under 4.0 — users stay despite the product.
- Workcloud Shift76 opportunity score
- PingID66 opportunity score
- iFacialMocap57 opportunity score
Market leaders 74
High traction, rated 4.0 or better.
- Muse from Meta59 opportunity score
- TranslateAll: Live Translator58 opportunity score
- Grok Bot57 opportunity score
Hidden gems 56
Rated 4.0 or better, below-median traction.
- AI Receipt Currency Converter59 opportunity score
- Dola AI: Smart Personal Helper57 opportunity score
- Steno Keyboard Pocket47 opportunity score
Weak competitors 20
Below-median traction, rated under 4.0.
- WasteConnect+99 opportunity score
- FRAYT Driver (next)83 opportunity score
- Wepa Print64 opportunity score