YOU COULD SHIP THIS – Data-driven app opportunities from 963K iOS apps

Summary: This dataset analyzes 963,728 iOS apps and 443,624 reviews to identify 14,271 poorly-rated apps with real revenue and no strong alternatives. It ranks 192 top opportunities, providing revenue estimates, abandonment signals, and key user complaints extracted from reviews to guide new app development.

What it does

It ranks and scores underperforming iOS apps with proven demand by analyzing revenue, user complaints, and abandonment signals, offering actionable insights and direct App Store links.

Who it's for

Developers seeking validated app ideas based on market gaps and user pain points in the iOS ecosystem.

Why it matters

It helps avoid building unwanted apps by revealing neglected, revenue-generating opportunities with unmet user needs.