Before choosing this niche, we used AI to process hundreds of apps, reviews, and App Store keywords. What would have taken weeks manually was done in hours, producing a ranked list of niches by demand-to-quality ratio. Vaping came out on top.
Key challenges we addressed:
- No product speaking to Gen Z in the quit-vaping space, with aesthetics, tone, and UX all misaligned with the most affected demographic.
- Relapse as a product-killer, the most cited reason for abandoning competitor apps. We removed the punishment mechanic entirely: progress is cumulative, not fragile.
- Building, distributing, and measuring simultaneously, with no phase separation between design and growth across a 6-week timeline.