Market
Book
149 tracked apps · United States · All stores.
Apps tracked
ObservedMedian opportunity score
AI-derivedMedian growth
Openness
AI-derivedEntry readAI-derived
- 5 apps with 1.4K+ reviews rate under 4.0 — large audiences that are not happy with what they use.
- Competition is moderate: median openness is 46/100.
- 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
No revenue estimates in this category yet. MRRBeam estimates apps that are on the charts or gaining ratings.
Revenue tiersEstimated
Apps per estimated monthly revenue tier.
No app in this category has a revenue estimate yet, so tiers can't be computed.
Pricing model mixObserved
Listed pricing structure.
- 62Paid · 42%
- 87Unknown · 58%
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.
- Barnes & Noble63 opportunity score
- BestNovel: Read Romance Novels53 opportunity score
- MANGA Plus by SHUEISHA35 opportunity score
Market leaders 70
High traction, rated 4.0 or better.
- SlowRead: Book Tracker & TBR58 opportunity score
- LunaRead: Romance & Fantasy57 opportunity score
- ReadReel: Romance Novels54 opportunity score
Hidden gems 64
Rated 4.0 or better, below-median traction.
- MangaNests63 opportunity score
- FreeAudiobooks: Listen Now59 opportunity score
- NovelSpark - Read Good Stories58 opportunity score
Weak competitors 10
Below-median traction, rated under 4.0.
- KissNovel - Romance Stories83 opportunity score
- KO Reader70 opportunity score
- NetGalley Shelf65 opportunity score