Estimated revenue for any niche's apps
Look up estimated monthly revenue and downloads for the apps in any candidate niche — 1.1M+ tracked iOS apps, refreshed daily, always labeled as estimates.
Tool · niche research
App niche finder for iOS founders
Stop guessing which app to build. Slice 1.1M+ tracked iOS apps by estimated revenue, growth, ratings, and keywords to find niches where apps actually earn — and where the incumbents are still small enough to beat. Store-wide, only ~3% of iOS apps clear an estimated $1,000/month; a niche finder's job is locating the pockets where the odds are multiples better.
Every revenue figure is an estimate modeled from public App Store signals — labeled as such, with the inputs shown. iOS App Store only; data refreshed daily.
What it measures
The six signals that find a real niche
Winner density, not vibes
See how many apps in a niche actually clear real revenue, and what the median winner earns — the difference between a market and a mirage.
Incumbent mass
Check the rating counts of the apps already winning. A niche with revenue but 30,000-rating incumbents is a wall, not a door.
Keyword opportunity
Score the niche's App Store keywords by difficulty and demand, and find the gaps competitors haven't optimized for.
Growth signals
7–90 day review-velocity trends separate niches that are quietly growing from niches that peaked two years ago.
API + MCP automation
Run the whole loop from scripts or an AI assistant — REST API and MCP server with 5,000 credits/month on Pro.
How it works
Three steps from idea to verdict
- Start from a category or keyword. Filter 1.1M+ iOS apps by category, revenue estimates, ratings, growth, and title keywords to slice out a candidate niche.
- Read the niche's economics. How many apps earn, what the median winner makes, how entrenched the leaders are — the three numbers that decide build-or-skip.
- Validate the way in. Check keyword difficulty and demand for the niche's search terms. Proven revenue plus a rankable keyword is a green light; either one alone isn't.
Want proof of the method before trying it? We publish it: see the measured niche breakdowns for utilities, travel, photo & video, and the store-wide State of iOS App Niches 2026 study — all built with exactly this workflow.
FAQ
App niche finder — quick answers
What is an app niche finder?
A tool that answers 'which App Store niche should I build in?' with data instead of guesses. Concretely, it needs three capabilities: revenue and download estimates for the apps already in a niche (does anyone actually earn?), a read on incumbent strength (how big are the apps you'd displace?), and keyword-level demand and difficulty (can a new app get found?). GetAppNiche covers that loop for 1.1M+ iOS apps, with every modeled figure clearly labeled and generated by a proprietary multi-signal model.
Is there a free app niche finder?
Parts of the loop are free here: the app revenue checker gives you estimated revenue and downloads for any single iOS app, and the keyword tool scores individual keywords. Our published niche studies also rank dozens of sub-niches with real data for free. The full finder workflow — filtering the whole store, comparing niches side by side, keyword gaps, exports, API — is the paid product at $39/month (or $29/month billed yearly) after a 3-day trial.
How do you find a profitable app niche with data?
Three checks, in order. First, winner density: what share of the niche's apps clear meaningful revenue — store-wide only about 3% of iOS apps clear an estimated $1,000/month, so a niche well above that is interesting. Second, incumbent mass: the median rating count of the apps already earning — under roughly 2,500 ratings, an indie can realistically compete. Third, a rankable keyword with real demand. Our niche guides apply exactly this method category by category, with all figures as estimates.
Does this cover Google Play?
The niche finder runs on Apple App Store data. GetAppNiche's catalog spans the App Store and Google Play, but niche discovery is App Store only today. If you need Android or cross-store niche research, an enterprise tool like Sensor Tower is the appropriate (and much more expensive) category.
How is this different from browsing App Store top charts?
Top charts show popularity, not economics, and only for the top of the store. A niche finder inverts that: it surfaces the mid-tail — niches where apps with 500–3,000 ratings quietly earn thousands per month in estimated revenue — which is where indie opportunities actually live. Charts also can't tell you keyword difficulty or how many apps in a niche earn nothing; the data layer exists for exactly those questions.
Related reading: how to find profitable iOS niches, finding profitable app ideas, and validating an app idea.