App Store Reviews Scraper

What does App Store Reviews Scraper do?

App Store Reviews Scraper extracts user reviews from the Apple App Store for any iOS or macOS application. It collects review titles, full review text, star ratings, author names, review dates, app version information, and country of origin. This actor is invaluable for app developers, product managers, and market researchers who need structured feedback data at scale.

Why use App Store Reviews Scraper?

• Multi-country support -- Scrape reviews from any App Store region by specifying country codes, enabling global sentiment tracking.
• Version-level insights -- Each review includes the app version, so you can measure user reaction to specific releases.
• Clean structured output -- All data is returned in machine-readable JSON, ready for dashboards, spreadsheets, or databases.
• Automation via API -- Schedule and trigger runs programmatically using the Apify API for continuous monitoring.
• Reliable data collection -- Built on Apify Proxy infrastructure for consistent, uninterrupted scraping.

How to use App Store Reviews Scraper

1. Go to the Apify Store and search for App Store Reviews Scraper.
2. Click Try for free to open the actor in the Apify Console.
3. Enter one or more Apple App Store app IDs in the App IDs field (e.g., id284882215 for Facebook).
4. Specify which countries to scrape reviews from in the Countries field (e.g., us, gb, de).
5. Set the Max Reviews limit to control how many reviews are collected per app.
6. Click Start and download results from the Dataset tab once the run finishes.

Input configuration

Field	Type	Description	Default
appIds	Array of strings	Apple App Store app IDs (e.g., id284882215 for Facebook)	["id284882215"]
countries	Array of strings	Country codes to scrape reviews from	["us"]
maxReviews	Integer	Maximum number of reviews per app	100

Output data

Each review is stored as a separate record. Here is an example output:

{
  "reviewTitle": "Great app but needs dark mode",
  "reviewText": "I use this app daily and it works perfectly for staying in touch. The only thing missing is a proper dark mode that actually changes all screens.",
  "rating": 4,
  "author": "techfan2025",
  "date": "2025-10-08",
  "version": "420.1",
  "appId": "id284882215",
  "country": "us"
}

Cost of usage

App Store Reviews Scraper uses Pay-Per-Event (PPE) pricing at the Utility tier:

Tier	Cost per 1,000 events	Free tier (approx.)
Utility	$0.30	~16,600 events/month

One event corresponds to one review scraped. Collecting 100 reviews for a single app costs roughly $0.03. The generous free tier allows approximately 16,600 reviews per month at no cost, making it highly affordable for most use cases.

Tips and advanced usage

• Track app updates -- Set up scheduled runs after each release to see how users react to new versions.
• Cross-country analysis -- Pass multiple country codes to compare user sentiment across different markets.
• Competitor benchmarking -- Scrape reviews for competing apps and compare ratings, common complaints, and feature requests.
• Feed into review analytics -- Pipe the JSON output into tools like Tableau, Power BI, or custom NLP pipelines for deeper insights.
• Monitor at scale -- Track dozens of apps simultaneously by providing multiple app IDs in a single run.

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Built with Crawlee and Apify SDK. See more scrapers by consummate_mandala on Apify Store.