Google Play Reviews Scraper

Collect Google Play Store reviews and ratings for any app, across country storefronts. Give it an app name or a Google Play link and it returns a clean, one-row-per-review dataset: the star rating, review body, author, date, the app version reviewed, thumbs-up count, any developer reply, and the storefront country. Reviews are storefront-specific, so you can sweep many countries to gather the full picture for a single app.

Why this scraper

• Reviews are the primary output: rating, body, author, date, app version, thumbs-up, developer reply, country, and language on every row.
• Two ways in: search by app name, or paste one or more Google Play app links (a bare package id like com.spotify.music works too).
• Multi-country sweep: pass a list of countries, or use "all" for a broad built-in set of major markets.
• Sort by newest, most helpful, or by rating.
• Filter by minimum and maximum star rating.
• Choose the review language / locale.
• Optional app-metadata enrichment: developer, average score, ratings count, installs, category, icon, price, and description attached to each review.
• 20+ output fields, more than typical alternatives, at a predictable per-result price.

Data you get

Sample shape, values are illustrative placeholders, not from a live review.

Field	Example
reviewId	00000000-0000-0000-0000-000000000000
appId	com.example.app
appName	Sample App
country	us
language	en
rating	5
body	Full review text appears here.
author	Reviewer Name
authorId	100000000000000000000
authorImage	https://play-lh.googleusercontent.com/…
thumbsUp	12
appVersion	1.0.0
reviewDate	2026-01-01T00:00:00+00:00
reviewTimestamp	1780000000
reviewUrl	https://play.google.com/store/apps/details?id=com.example.app&reviewId=…
developerReply	Thanks for the feedback!
developerReplyDate	2026-01-02T00:00:00+00:00

With enrichment enabled, each review also carries: appDeveloper, appDeveloperEmail, appDeveloperWebsite, appScore, appRatingsCount, appInstalls, appCategory, appContentRating, appPrice, appCurrency, appIconUrl, appUpdated, appDescription, appStoreUrl.

How to use

Search by app name:

{
  "mode": "search",
  "queries": ["Instagram", "Spotify"],
  "appsPerQuery": 1,
  "countries": ["us"],
  "sortBy": "newest",
  "maxItems": 100
}

Sweep several countries for one app via its link:

{
  "mode": "url",
  "urls": ["https://play.google.com/store/apps/details?id=com.instagram.android"],
  "countries": ["us", "gb", "de", "jp"],
  "maxItems": 500
}

Only high-rated reviews, with app details attached:

{
  "mode": "url",
  "urls": ["https://play.google.com/store/apps/details?id=com.instagram.android"],
  "countries": ["us"],
  "minRating": 4,
  "fetchDetails": true,
  "maxItems": 200
}

Multiple apps at once (bare package ids work too):

{
  "mode": "url",
  "urls": [
    "com.instagram.android",
    "com.spotify.music"
  ],
  "countries": ["us"],
  "maxItems": 200
}

Input parameters

Parameter	Type	Default	Description
mode	string	search	"search" (by app name) or "url" (paste app links).
queries	array	["Instagram"]	App names or keywords (search mode).
appsPerQuery	integer	1	Top matching apps to take per search term.
urls	array	(example)	Google Play app links or package ids (url mode).
countries	array	["us"]	Country codes to collect from. Empty uses the link's country or us. "all" sweeps major markets.
language	string	en	Review language / locale code.
sortBy	string	newest	"newest", "mostHelpful", or "rating".
minRating	integer	(none)	Keep reviews at or above this star rating.
maxRating	integer	(none)	Keep reviews at or below this star rating.
fetchDetails	boolean	false	Attach app metadata to each review.
maxItems	integer	20	Total review cap. 0 means no limit.
maxPages	integer	25	Pages per country (about 40 reviews per page).
proxy	object	Apify proxy	Connection settings.

Output example

Sample shape, values are illustrative placeholders.

{
  "reviewId": "00000000-0000-0000-0000-000000000000",
  "appId": "com.example.app",
  "appName": "Sample App",
  "country": "us",
  "language": "en",
  "rating": 5,
  "body": "Full review text appears here.",
  "author": "Reviewer Name",
  "authorId": "100000000000000000000",
  "authorImage": "https://play-lh.googleusercontent.com/…",
  "thumbsUp": 12,
  "appVersion": "1.0.0",
  "reviewDate": "2026-01-01T00:00:00+00:00",
  "reviewTimestamp": 1780000000,
  "reviewUrl": "https://play.google.com/store/apps/details?id=com.example.app&reviewId=…",
  "developerReply": null,
  "developerReplyDate": null
}

Send results into your apps (MCP connectors)

You can optionally pipe results into the apps you already use through Model Context Protocol (MCP) connectors. Authorize a connector under Apify, Settings, API & Integrations, then select it in the input. For Notion, set a parent page URL and each review is written as a page. Other connectors receive a best-effort write.

The connector receives a condensed, human-readable summary of each review (a heading plus the key fields and body text), not the full JSON. The complete record always stays in the Apify dataset. Leave the connector field empty to skip this step; it never changes the dataset output.

Plan requirement

Runs on any Apify plan. For very large multi-country sweeps, a proxy with more exit rotation can help.