Founder guide
Same category is not the same market.
A useful competitor solves the same job with a similar product mechanic and monetization model. Build candidates from feature language, similar listings, and revenue signals, then score the overlap before studying their advertising.
Use three filters
| Filter | Question | Reject when |
|---|---|---|
| Job | Does the app solve the same recurring user problem? | The category matches but the desired outcome does not |
| Mechanic | Does the core interaction resemble yours? | The app wins through a different product loop |
| Economics | Does it target a similar willingness to pay? | A free utility and a premium subscription need different acquisition logic |
Build a candidate pool without worshipping charts
- Extract feature phrases from your title, subtitle, screenshots, and description.
- Search those phrases in the App Store, then inspect the seller and in-app purchase model.
- Add editorial similars and relevant top-grossing apps as candidates, not automatic winners.
- Score feature overlap and genre overlap; use rating volume only as a tiebreaker.
For a photo-based calorie tracker, a generic gym planner shares Health & Fitness but not the same job or mechanic. A photo-based food logger in a smaller chart position can be the more useful advertising reference.
End with a research set, not a vanity list
Keep five to twelve candidates with a one-sentence reason for inclusion. The reason should name the shared job and mechanic. If you cannot write it, remove the app before paying to collect its ads.
Sources
- Cal AI - Calorie Tracker on the App StoreFirst-party App Store listing used to identify the product and seller.
- Apple App Store chartsApple tool for public storefront chart feeds.