Sell an AI song-making app on mobile
A mobile app turns ideas into original AI songs, sold by weekly and yearly subscription.
Consumer apps use cases
Real things people did with Consumer apps work, sourced and with recipes.
Use cases
Sell AI selfie restyling as a mobile app
Boothie restyles a selfie into looks like digicam, film or photobooth in seconds.
Sell a selfie-to-cartoon app
ToonThis turns selfies into cartoon, caricature, chibi and other AI styles.
Cut trial churn by testing when your paywall appears
A solo iOS developer who calls Claude Code 'basically my whole team' cut trial churn from 50% to 30% by only changing paywall timing.
Grow signups with a bot that makes and posts UGC videos daily
An indie builder's Claude Code bot makes four videos a day, posts them, and learns from past performance; he says it drives 90% of his signups.
Launch a consumer AI app to an audience you already have
A creator with millions of followers vibe coded an MVP in two days and, per Starter Story, hit $340K MRR two months after launch.
Do customer support from your phone with the Claude app
An indie app founder now handles support, feature triage and bug fixes from anywhere with the Claude app.
Vibe code a paid app to $8k MRR without a coding background
A non-developer founder building apps with Claude Code reports reaching $8k in monthly recurring revenue after three months without sales.
Use marketing skills to get a first vibe-coded app to $1,400 MRR
A marketer with no coding background vibe coded his first app and reports 592 users and $1,400 MRR in the first month.
Vibe code a class-action settlement finder to $20K a month
A 23-year-old founder built Payout, an app that finds class-action settlements users qualify for, with Claude Code in under two weeks.
Vibe code a habit-quitting app to $12K a month
Starter Story breaks down Stoppr, a vibe-coded mobile app built by a former finance worker that it reports at $12K a month.
The Daily 5.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.