highSearch: Reddit·April 21, 2026

Free, open-source ASO toolkit — keyword density, listing change detection, multi-locale tracking

Fellow ASO folks — I've been frustrated for a while that the good tooling (Sensor Tower, Appfigures, AppTweak) starts at $500/mo, and the free tiers of everything else hide the features that actually matter.

So I built my own and open-sourced it. Sharing here in case it's useful.

It's called AppStoreCat. Free, MIT licensed, hosted demo at https://appstore.cat.

What's in it that's relevant to this sub:

* 🔤 Keyword density — 1/2/3-gram n-gram analysis with stop-word filtering across 50 languages. Cross-app comparison so you can see which keywords a competitor is over- or under-indexed on. * 🌍 Multi-locale store listing tracking — every locale, every country, for any app. Title, description, screenshots, metadata. * 🔔 Change detection — when a competitor updates their title or adds a locale, the diff is captured automatically. * 📊 Trending charts — daily top-free / paid / grossing per country, both stores. Historical rank data, not just today's number. * ⭐ Rating trends — per-country over time.

Use cases I've personally gotten value from:

  • Watching a direct competitor's title updates in near-real-time
  • Building keyword lists by scraping n-grams from top 10 apps in a category
  • Tracking when competitors add / drop locales (tells you where they're investing)
  • Spotting when a competitor copies your listing changes (yes, this happens)
You can use the demo without signing up for anything paid, or self-host with Docker if you'd rather keep your research private.

Repo: https://github.com/appstorecat/appstorecat Demo: https://appstore.cat

Happy to answer ASO-specific questions below — especially around keyword methodology or how I'm handling locale fallbacks. It's a beta, so feedback on what's missing vs. what you use daily in paid tools is exactly what I need.

Key Insights

1

Keyword density and n-gram analysis across 50 languages enables competitive keyword research and gap identification

2

Multi-locale tracking and change detection automates competitor monitoring across all countries and store metadata

3

Open-source, self-hostable alternative addresses market gap for ASO professionals priced out of enterprise tools

4

Trending charts with historical rank data and per-country rating trends support data-driven optimization decisions