Google Play Reviews Scraper

Scrape Google Play Store app reviews for ASO, competitor research, and sentiment analysis. HTTP-only (no browser) — fast and cheap.

Features

• Reviews by package ID or Play Store URL
• Star rating, text, date, app version, thumbs up
• Developer reply text and date when present
• Sort: newest, rating, or most helpful
• Optional star filter (e.g. only 1–2★)
• Multi-app runs in one job

How it works

1. You provide one or more app package IDs (e.g. com.spotify.music).
2. The Actor calls Google Play’s public review feed (batchexecute).
3. Reviews are normalized and pushed to the dataset until maxReviews is reached.

Input

Field	Type	Default	Description
appIds	string[]	—	Package names
startUrls	links	—	Play detail URLs (?id=)
maxReviews	int	100	Cap per app (1–10000)
sort	enum	newest	newest / rating / helpfulness
lang	string	en	Play language (hl)
country	string	us	Play country (gl)
filterScores	int[]	—	Keep only these stars
proxyConfiguration	proxy	—	Fallback only — used after direct 403/429/5xx or empty first page

Examples

Newest 50 reviews for Spotify (US/EN)

{
  "appIds": ["com.spotify.music"],
  "maxReviews": 50,
  "sort": "newest",
  "lang": "en",
  "country": "us"
}

Only 1–2 star reviews from a Play URL

{
  "startUrls": [{ "url": "https://play.google.com/store/apps/details?id=com.whatsapp" }],
  "maxReviews": 100,
  "filterScores": [1, 2],
  "sort": "newest"
}

Two apps, TR market

{
  "appIds": ["com.instagram.android", "com.zhiliaoapp.musically"],
  "maxReviews": 30,
  "lang": "tr",
  "country": "tr"
}

Output

Each dataset item:

Field	Description
reviewId	Play review id
appId	Package name
userName / userImage	Reviewer
score	1–5 stars
text	Review body
date	ISO timestamp
version	App version string when shown
thumbsUp	Helpful votes
replyText / replyDate	Developer reply
url	Deep link to the review
criterias	Optional Play criteria ratings
scrapedAt	Scrape time

Results reflect what Google Play exposes publicly for the chosen country/language.

Disclaimer

This is an unofficial Actor. It is not affiliated with, endorsed by, or sponsored by Google LLC or Google Play. All product names, logos, and trademarks are the property of their respective owners and are used here for identification purposes only.

The Actor collects only publicly available information. It does not log in, create accounts, bypass paywalls, or access anything that is not visible to an ordinary visitor.

Output may include information relating to identifiable people. You are the data controller for anything you collect with this Actor and are responsible for having a lawful basis to process it under applicable data-protection law (such as GDPR or KVKK), and for complying with the source website's terms.