Vibe-coded iOS photo cleaner hits 4K downloads, $235 revenue with zero ads via Reddit
PrajwalTomar_ · x · 2026-10-16
A developer's 10-month retrospective on a vibe-coded photo cleaner iOS app: 4,000 downloads and $235 in sales, all from Reddit with zero ads.
Key lessons:
- Design first: v1 worked but looked vibe-coded (default spacing, confusing onboarding, abrupt paywall); designing screens before prompting Claude mattered more than any feature
- Analytics on day one: Claude now reads PostHog, sends daily reports on what broke, and opens PRs for bugs it can fix itself
- Distribution is half the work: describing the problem (not the app) got 150K views; posting in tiny subs or flooding subs got a few hundred
- Retention remains unsolved: vibe coding can't tell if users come back
A mobile app studio owner who amplified the thread says this matches his experience: building is the easy part now—design and the first week of real users decide outcomes.
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