App Store Data: Rankings, Reviews and ASO Intelligence

The App Store and Google Play are two of the largest marketplaces on earth, and — like any marketplace — they run on data. Rankings decide who gets discovered, reviews shape who gets downloaded, and keywords determine who gets found at all. App store data collection turns that public intelligence into a dataset you can act on.

The Data in the Stores

• Rankings — position by category and keyword over time.
• Ratings & reviews — scores, counts and the review text itself.
• Keywords & metadata — titles, descriptions and how listings present.
• Pricing & updates — price changes and release cadence.

Powering App Store Optimisation

ASO lives on data. Tracking how competitors rank for target keywords, which listing changes moved their position, and what their reviews complain about tells you exactly where your own listing can win. Without that data, ASO is guesswork; with it, it’s a measurable discipline.

Reviews as Product Research

App reviews are one of the richest, most candid sources of customer feedback anywhere. Collected at scale, they reveal what users love, what breaks, and what they wish existed — across your app and your competitors’. It’s a form of market research hiding in plain sight.

Beyond the Storefront

App store data is the storefront view; for data inside an app’s own experience — the content and prices it serves once opened — see our mobile app data extraction guide. Together they give a complete mobile picture.

Getting Started

Start with your category and key competitors, validate ranking and review coverage, then scale to continuous tracking across the markets and keywords that matter.

Want ranking, review and keyword intelligence across the stores? Tell us your apps and competitors and we’ll scope an app store data feed to match.