here’s how I’d launch an iOS app with AI agents: find what people already pay for, build the product and get the first users.
7 steps, with the tools I’d use.
1. find a niche
◽️ sort utilities by revenue in Appfigures or Sensor Tower. look for apps rated below 3.5, especially ones that haven’t been updated in 6+ months.
◽️ check their search terms in Appfigures. an app makes money, but keyword competition is low? worth a closer look.
2. validate demand
◽️ use App Store Scraper to collect available reviews for the 20 highest-earning apps in the niche. ask an agent: “find the 5 main complaints in 1- and 2-star reviews. include quotes for each.”
◽️ look for bugs and awkward features. people complain about the price but keep paying? there’s demand for that app.
◽️ search Reddit for “alternative to [app]”. find out what people are missing and recruit testers.
3. build it
◽️ write code and fix bugs in Claude Code. MobileBuildMCP for builds and tests, iOS Simulator MCP for taps, swipes and screenshots in the simulator.
◽️ put the 5 main complaints in a skill. ask the agent to check which of those problems each new feature solves.
◽️ add data import from the competitor’s app so users don’t have to move everything by hand.
4. test it
◽️ use Maestro to define tests for the flows people complained about. run them across screen sizes. the competitor needs 6 taps? try to make it 2.
◽️ Sentry for tracking crashes, TelemetryDeck for analytics.
◽️ get a TestFlight build to 20 people from those Reddit threads before release.
5. set up payments
◽️ RevenueCat for subscriptions and revenue tracking. Superwall for testing paywalls without another build.
◽️ show the paywall after the first useful result, not on launch.
◽️ test an annual subscription with a 3-day trial. set up win-back offers for people who cancel.
6. build the App Store page
◽️ use screenshots to show how the app solves problems from the reviews: “no ads”, “works offline”. only promise what it actually does.
◽️ fastlane snapshot and frameit to regenerate screenshots. Product Page Optimization to compare page variants.
◽️ have the agent localize the listing into 10 languages. use Apple’s review prompt after a successful action, never after an error.
7. get users
◽️ find 10 niche creators through TikTok One. offer a monthly base plus a bonus per 100k views.
◽️ collect 100 successful hooks a week with Apify. each creator tests 3 new hooks a day. drop the ones where viewers leave in the first 3 seconds.
◽️ Postiz for scheduling TikTok, Reels and Shorts. promote a video that takes off organically with Spark Ads.
◽️ AppsFlyer to track which videos and creators bring in revenue.
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bookmark for your next game project.



