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Google Play Reviews Scraper & Insights: Ratings, Complaints

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Google Play reviews scraper + analysis: scrape Android app reviews by URL, package or app name in any country, and get an insight report: rating by version, monthly trend, complaint themes, developer reply rate, top 1–2★ words. No login, no proxies.

Pricing

Pay per event

Rating

0.0

(0)

Developer

TanLabs

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

Categories

Developer tools

E-commerce

Security

You can access the Google Play Reviews Scraper & Insights: Ratings, Complaints programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "apps": ["https://play.google.com/store/apps/details?id=com.duolingo"],
10    "countries": ["us"],
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("tanlabs/google-play-review-insights").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Google Play Reviews Scraper (Android) & Review Analysis API API in Python

The Apify API client for Python is the official library that allows you to use Google Play Reviews Scraper & Insights: Ratings, Complaints API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Google Play Reviews Scraper & Insights: Ratings, Complaints API in JavaScript

Google Play Reviews Scraper & Insights: Ratings, Complaints API through CLI

Google Play Reviews Scraper & Insights: Ratings, Complaints OpenAPI definition

Google Play Reviews Scraper & Insights: Ratings, Complaints API

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