Google Play Reviews Scraper

Scrape Google Play Store reviews for any Android app — extract ratings, text, and metadata for sentiment analysis, ASO research, and competitor monitoring.

Features

• Bulk review extraction — Fetch hundreds of reviews per app with configurable limits
• Multi-app search — Find and scrape reviews from multiple apps matching a keyword
• Advanced sorting — Sort by newest, rating, or helpfulness
• Filtering — Filter by star rating, keywords, and recent time windows
• Country & language — Target specific locales for geo-specific insights
• Unique deduplication — Optional deduplication to avoid duplicate reviews

Input

Field	Type	Default	Description
term	string	required	Search term or app package name
maxItems	integer	50	Maximum number of reviews to return
appsLimit	integer	5	Maximum number of apps to scrape
reviewsPerApp	integer	100	Maximum reviews per app
sort	string	newest	Sort order: newest, rating, helpfulness
country	string		Country code (e.g., us, gb, de)
language	string		Language code (e.g., en, es, fr)
uniqueOnly	boolean	false	Remove duplicate reviews
ratingFilter	integer		Filter by star rating (1–5)
keywords	array		Filter reviews containing these keywords
recentDays	integer		Only scrape reviews from the last N days

Output

Each review contains:

• author — Reviewer name
• text — Review content
• rating — Star rating (1–5)
• date — Review date
• thumbsUpCount — Number of helpful votes
• replyContent — Developer reply (if any)
• reviewId — Unique review identifier
• appTitle — App name
• appId — Package name

Usage Examples

Scrape ChatGPT app reviews

{
  "term": "chatgpt",
  "maxItems": 200,
  "sort": "newest",
  "country": "us"
}

Filter 1-star negative reviews

{
  "term": "instagram",
  "maxItems": 100,
  "ratingFilter": 1,
  "sort": "newest"
}

Sentiment analysis dataset

{
  "term": "tiktok",
  "maxItems": 500,
  "sort": "rating",
  "uniqueOnly": true
}

Pricing

$0.00008 per result — you only pay for reviews successfully scraped.

Categories

Developer Tools · Integrations · Other

Keywords

Google Play reviews scraper, Android app reviews, Google Play sentiment analysis, app review data, Google Play API alternative, mobile app feedback, Android app ratings, app store optimization ASO, review monitoring, app competitor analysis, Google Play Store data, user feedback extraction, app review dataset, NLP review data, mobile app intelligence

SEO Keywords

google scraper, google data, google API alternative, google extraction, google automation, google data scraping, web scraping google, google lead generation, google data mining, google crawler, scrape google, google dataset, google web data, google data extractor, google scraping tool, automated google, google data collection, google intelligence

For AI Agents & LLM Apps

This Actor is callable via the Apify MCP server and Apify API.

Purpose: Google Play Reviews [0.08/1K] | App | Reviews | ASO

Minimal working input:

{
  "startUrls": "..."
}

Output fields: url, title, description, metadata (varies by Actor)

Behaviors:

• Returns structured data in JSON format
• Supports proxy rotation for reliable extraction
• Output saved to Apify dataset

Billing: Pay-per-result pricing applies.

Legal & Compliance Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Google Play Reviews.

This Actor only accesses publicly available pages and does not bypass authentication, login requirements, or CAPTCHA challenges.

Users are solely responsible for ensuring their use of this Actor complies with Google Play Reviews's Terms of Service and all applicable data-protection laws and regulations.

The developer assumes no liability for misuse of this tool or for any consequences resulting from data extraction activities.

FAQ

Why use this Actor instead of building my own scraper?

Building and maintaining a web scraper requires handling anti-bot detection, proxy rotation, data parsing, and ongoing maintenance as websites change. This Actor provides all of that out of the box with reliable, tested extraction.

What data format does this Actor return?

The Actor returns structured JSON data. Results are stored in an Apify dataset which can be exported as JSON, CSV, XML, or Excel.

Can I use this Actor with scheduling?

Yes. You can create a task from this Actor and schedule it to run automatically at regular intervals for monitoring or data collection purposes.

Is there a way to filter or limit results?

Yes. Check the input parameters for options like maxItems, maxPages, or similar limiting fields to control how much data is extracted per run.

What happens if the Actor encounters a blocked page?

The Actor uses proxy rotation and retry logic to handle blocks. If a page cannot be accessed, the Actor will skip it and continue with the remaining items.

Related Actors

Verified related actors on Apify that pair well with this one. All links point to real, publicly available actors.

• Google Maps Reviews Scraper
• Reddit Scraper