Finding similar apps on Google Play without the store’s own suggestions

Why the “similar apps” row on the store is not enough, and three data-based ways to find real alternatives.

The store’s row is a recommendation

The “Similar apps” row on a Google Play page is chosen by the store for that visitor. It changes from user to user and from day to day, so it cannot serve as a stable competitor list.

Three stable alternatives

Keeping it current

Save the queries, not the results. Re-running them monthly catches new entrants the day they cross your install band.