Google Play Apps Scraper & ASO Market Intelligence

Search Google Play without an API key, extract structured Android app data, rankings, ratings, installs, pricing and developer information, and turn public search results into explainable ASO and competitor intelligence.

This independent Actor is useful for Google Play Scraper, Google Play Store Scraper, Google Play Apps Scraper, Google Play Search Scraper, Google Play API research, Android App Data, Google Play App Data, App Rankings, ASO Scraper, ASO Intelligence, App Competitor Research, Android Market Research and App Intelligence workflows.

What it does

The Actor uses the public Google Play HTML surface with a cookie-free, proxy-free HTTP session. It preserves real search order and package IDs, optionally fetches each public app detail page, and calculates deterministic observed visibility, competition and ASO opportunity signals.

Input

At least one searchQueries or apps value is needed. With no input, the safe default is searchQueries: ["budget planner"]. apps accepts package IDs or public Google Play URLs. maxResultsPerQuery is 1–250; country defaults to us and language to en.

Results and integrity

App records include title, summary, description, developer, category, public rating counts, rating, install label, pricing, ads/IAP signals, content rating, update date, version when explicitly exposed, screenshots and the original URL. search_position is one-based encounter order. Apps are deduplicated by app_id, while matched_queries retains query coverage.

Install labels such as 100M+ are preserved in installs_text. min_installs is only the lower bound of that public range, never an exact install count. Unknown values remain null; no installs, ratings, dates, prices or developer facts are invented.

Intelligence

app_visibility_strength_score (0–100) combines observed search position, rating quality, rating depth, install-band depth and update freshness. search_competition_score describes only the strength and maturity observed in this result set. aso_opportunity_score describes observed competitive openness using diversity, weaknesses and stale listings. These scores do not measure keyword search volume, demand, downloads, revenue, conversion or guaranteed ranking performance.

Privacy, limitations and pricing

No login, Google account, user cookies, API key, browser, paid proxy, CAPTCHA service or paid external API is used. Public publisher information is retained only as app intelligence. Similar-app relationships stay null unless a stable public signal is available.

Pay-per-event is prepared but inactive: app-result, proposed USD 0.00030 per valid unique app (USD 0.30 per 1,000). Search summaries, warnings, duplicates, empty searches, OUTPUT and REPORT are not billable.

Google Play and Google are trademarks of their respective owners. This independent product is not affiliated with, endorsed by, sponsored by or officially connected to Google.