Market Size & Growth
Competition Level
Saturated and gated. Both major app stores hold millions of listings, so discovery is the hard problem, not building the app. On top of that you are renting your business from two platforms that take a cut, set the rules, and can change them, which is a structural risk that web software does not carry to the same degree.
What Reddit is Saying (Real Signals)
Developer communities tend to be sober about consumer apps. The common refrain is that getting installs is brutally expensive and retention is worse, with most downloads going dormant within days. The people who report real income usually mention a subscription model or a tight niche rather than a free app chasing scale and ad revenue.
Keyword Demand & Search Intent
Most app discovery happens inside the app stores rather than through web search, so traditional keyword demand only tells part of the story. App-store search intent can be commercial when someone is hunting for a specific tool, but a lot of category demand is casual browsing that converts to free installs, not paying users.
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