Google Play Reviews Scraper API | $0.10 per 1,000 reviews

A fast, cheap Google Play Store reviews scraper for any Android app, such as Spotify, Duolingo, TikTok, WhatsApp, Uber or your competitor's app. It costs $0.10 per 1,000 reviews and needs no proxy, login or API key.

For each review you get the star rating, full text, date, thumbs-up count, the app version reviewed, and the developer's reply with its date.

What it can do

• Scrape one or many apps by package ID (com.spotify.music) or Play Store URL
• Star filter: [1, 2] returns negative reviews only
• Date filter: sinceDate: "2026-10-01" returns only recent reviews and stops early to keep runs cheap
• Monitor mode: only reviews you haven't seen before, for scheduled runs
• Sort by newest, most relevant or rating
• Any country and language (country: "gb", language: "de")

Use cases

• App developers and PMs: catch bug reports after a release by filtering on appVersion.
• Competitor research: find what users hate about rival apps and build that.
• ASO and marketing agencies: track sentiment and developer response rates across clients.
• Sentiment analysis and AI: large, clean review datasets for LLMs, classifiers and dashboards.
• Investors and analysts: track user sentiment trends for public and private apps.

Pricing

Pay per result: $0.10 per 1,000 reviews ($0.0001 each). There's no monthly rental, and filtered-out reviews are free.

Job	Reviews	Cost
Latest 1,000 reviews of Spotify	1,000	$0.10
10,000 reviews across 5 competitors	10,000	$1.00
Daily new-review monitor, 10 apps	~500/day	~$1.50/month

Input example

{
  "apps": ["com.spotify.music", "https://play.google.com/store/apps/details?id=com.duolingo"],
  "maxReviewsPerApp": 1000,
  "ratings": [1, 2],
  "sinceDate": "2026-10-01",
  "sortBy": "newest",
  "country": "us",
  "language": "en"
}

Sample output

{
  "appId": "com.spotify.music", "reviewId": "1fd5732e-…", "rating": 2,
  "text": "Constantly buffering…", "date": "2026-10-12T21:22:00.000Z", "thumbsUpCount": 0,
  "appVersion": "9.1.90.2270", "hasDeveloperReply": true, "replyText": "Hi there…",
  "replyDate": "2026-10-12T23:37:41.000Z", "country": "us", "language": "en", "isNew": true,
  "reviewUrl": "https://play.google.com/store/apps/details?id=com.spotify.music&reviewId=…"
}

Integrations: API, Make, Zapier, n8n, Google Sheets

• API: call https://api.apify.com/v2/acts/moneyreset~google-play-app-reviews-scraper/run-sync-get-dataset-items?token=YOUR_TOKEN with your input as JSON and get results back in one request.
• No-code: use the official Apify apps for Make, Zapier and n8n to send results to Google Sheets, Airtable, Slack, HubSpot or email.
• Schedules: use Apify Schedules to run it daily or weekly, and add a webhook to get pinged when it finishes.
• Export: JSON, CSV, Excel, XML or RSS from the dataset tab.
• AI agents: works through the Apify MCP server, so Claude, ChatGPT and other agents can call it as a tool.

FAQ

Do I need a proxy or API key? No. How many reviews can I get? Thousands per app. Set maxReviewsPerApp high. How does monitor mode work? It remembers the review IDs it has seen in a named key-value store in your account. Use stateKey to keep separate monitors. Is it legal? It reads publicly visible reviews with polite delays and no login. Google's terms restrict some automated access, so check that your use fits the terms and laws that apply to you. Reviewer names and profile photos are never collected or output. This isn't legal advice. Something broke? Open an issue. We'll take a look.