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⭐ Google Play Reviews Scraper + AI Sentiment Analysis

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Scrape Google Play app reviews at scale and get AI sentiment, topics, summary and bug-vs-feature classification on every review. Android review API for ASO, product feedback, competitor analysis and review monitoring. No proxy needed.

Pricing

from $0.15 / 1,000 results

Rating

0.0

(0)

Developer

Roberto Kerber

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Developer tools

Lead generation

Store

store

Optional

Which store to scrape reviews from. Google Play is the recommended default for stable, high-volume scraping. The Apple App Store option scrapes public RSS feeds: because Apple's public review feed exhibits intermittent degradation across storefronts and pages, the actor scans pages 1-10 and applies storefront fallbacks automatically.

Type:string

Default:googleplay

Options:

googleplayappstore

App ID or package name

appId

Optional

Google Play package name (e.g. com.whatsapp) or Apple App Store numeric ID (e.g. 310633997). You can also use the URL field instead.

Type:string

Default:com.whatsapp

App URL (alternative to App ID)

url

Optional

Full store URL. Used if App ID is empty.

Type:string

Country code

country

Optional

Two-letter country code of the store locale (e.g. us, gb, br, de).

Type:string

Default:us

Language

language

Optional

Two-letter language code for Google Play reviews (e.g. en, pt, de).

Type:string

Default:en

Max reviews

maxReviews

Optional

Maximum number of reviews to fetch. Google Play supports deep pagination, so large pulls are possible.

Type:integer

Minimum:1

Default:100

Enable AI analysis (sentiment, topics, summary)

enrich

Optional

Adds an 'ai' object to each review with sentiment, topics, a short summary and a bug/feature-request classification. Works out of the box with built-in analysis; provide an LLM endpoint below for deeper topic/summary extraction.

Type:boolean

Default:true

LLM base URL (OpenAI-compatible, optional)

llmBaseUrl

Optional

Optional. OpenAI-compatible /v1 endpoint (OpenAI, Groq, Together, Ollama, etc.) for richer AI analysis. Leave empty to use the built-in fast keyword analysis.

Type:string

LLM model (optional)

llmModel

Optional

Model name for the LLM endpoint above (e.g. gpt-4o-mini, llama-3.3-70b-versatile).

Type:string

LLM API key

llmApiKey

Optional

Bearer token for the LLM endpoint, if required.

Type:string

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