App Store competitor analysis: how to spy on your rivals (ethically)
- Download three direct competitors: search your most important term on a real device and study three apps serving the same customer and job – everything else in the stack depends on this.
- “What’s New” archaeology: every product page’s Version History shows the 25 most recent release notes – read them bottom to top to watch a competitor’s strategy unfold, and note their release cadence.
- Take monthly metadata snapshots: save each rival’s product page, subtitle, screenshots, and prices into a dated folder, then for every change write what you observed, your best hypothesis, and the cheapest test that would settle it.
- Read the four-star reviews: these are users who liked the app but still named one or more problems with it – sort by most critical, read 20 or 30 per competitor, and if three apps get hammered for a common complaint then you might have found a gap the whole market is leaving open.
- Capture paywalls and ads: screenshot every onboarding step and paywall (trial length, plan count, pre-selected plan), then check the Meta Ad Library – free and public – to see which benefit each competitor’s adverts lead with.
- Be the best at something: write a plain SWOT for each competitor, apply Chesterton’s Fence to features you don’t understand, and treat zero competition as a warning – it often means no market.