app-store-researchlisted
Install: claude install-skill Crawlora-org/crawlora-skills
# App store research
Compare public app and extension listings across the Apple App Store, Google
Play, and Chrome Web Store as normalized JSON from the Crawlora API. Use this
skill for discovery and evidence gathering; it does not install software or
access private developer accounts.
## When to use this skill
- Find apps or extensions for a problem, category, publisher, or market.
- Compare ratings, review themes, similar products, rankings, and update history.
- Check public permissions, privacy disclosures, and data-safety statements.
- Build an app competitor map across iOS, Android, and Chrome.
## Setup
- Get a Crawlora API key at [crawlora.net](https://crawlora.net).
- Set `CRAWLORA_API_KEY` in the environment before running the helper.
- The helper sends requests only to `https://api.crawlora.net/api/v1` and keeps
the key out of command-line arguments.
## Research workflow
1. Search each store separately with `/appstore/search`, `/googleplay/search`,
or `/chromewebstore/search`. Store identifiers are not interchangeable.
2. Resolve a candidate with its platform detail endpoint before comparing it.
Apple uses numeric IDs, Google Play uses package names, and Chrome uses
extension IDs or store URLs.
3. Pull reviews with the matching platform endpoint and preserve country,
language, sort, page, and source. A selected review sample is not population
sentiment.
4. Compare public ratings, rating counts, price, publisher, version/update
dates, categ