Google Play scraping for app metadata, ratings, reviews, download stats, and categories.

Built for mobile app intelligence, market research, and competitive analysis across the Google Play Store.

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Core datasets we typically deliver for this target.

Scope is tailored to your target pages and business requirements.

App metadata and description collection

Configurable for one-time projects or recurring delivery.

Rating and review dataset extraction

Configurable for one-time projects or recurring delivery.

Download and install count research

Configurable for one-time projects or recurring delivery.

Category and keyword ranking analysis

Configurable for one-time projects or recurring delivery.

Typical fields in delivered output.

Datasets can be sent to your cloud bucket in JSON, CSV, Parquet, or custom schema.

  • App name, developer, category, package ID
  • Rating, review count, installs (range), last updated
  • Review text, reviewer, rating, date, helpful count
  • In-app purchase pricing, content rating

Practical constraints and delivery expectations.

We keep commitments realistic based on target behavior and agreed project scope.

  • Install counts are approximate ranges provided by Google, not exact figures.
  • Review extraction depth depends on collection frequency and app review volume.
  • Delivery supports one-time and continuous collection schedules.

One-time extraction or continuous pipelines.

Send us a quick inquiry and we will scope a solution for you.

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