App Store Reviews Scraper

一、What's this?

• App Store Reviews Scraper is an important tool for collecting application reviews on the App Store.
• It provides efficient, stable and reliable review data collection capabilities and has a reasonable price.
• It can be used for user and market research.
• And some analyses of competing products, which are very suitable for product managers, data analysts, marketing personnel and developers to use.

二、Input & Output Struct

1、Input

• url: The URL of the App Store application to scrape reviews for. For Example: https://apps.apple.com/us/app/chatgpt/id6448311069
• appId: The ID of the App Store application to scrape reviews for. For Example: 6448311069
• country: Country code, For example: us, see: https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2
• limit: The maximum number of reviews to scrape. For Example: 100, Note: The App Store has a limit on the number of comments for each region. A maximum of 500 comments can be obtained

Note: The url or appId parameter must be provided. The appId parameter will be preferred

Get the app url:

• Obtain it through the search page of the App Store
• Open App Store 官网.
• Search for the target application (such as "ChatGPT").
• Click on the target application in the search results.
• Copy the URL directly from the browser's address bar, and it will be the link to the application page.

2、Output Struct

{
    "id": "13288066270",
    "user_uri": "https://itunes.apple.com/us/reviews/id199760004",
    "user_name": "Example",
    "user_label": "",
    "title": "Trash",
    "content": "Example...",
    "rating": "1",
    "version": "1.2025.281",
    "date": "2025-10-19T12:24:01-07:00",
    "link": "https://itunes.apple.com/us/review?id=6448311069&type=Purple%20Software",
    "country": "us"
}

三、How to use the crawled data?

• Market Intelligence: Analyze user feedback from competing applications to understand the functions that users like or are dissatisfied with.
• User Persona Insight: Dig out users' age groups, occupations, usage scenarios and pain points from comments.
• Product Improvement: Identify high-frequency bugs or experience pain points from negative comments to guide product iterations.
• Reputation Monitoring: Continuously track changes in ratings and trends in user word-of-mouth.
• Marketing Copy Insight: Extract user language to optimize advertising copy and ASO (App Store Optimization) keywords.

四、Application integration and expansion

This is due to the integration capabilities provided by the Apify platform. You can integrate the obtained data with other applications, including the following:

• Instagram
• TikTok
• Facebook
• Telegram
• Slack
• and more

五、Feedback

We will always iterate its functions, including launching new features and fixing known bugs. If you encounter any problems during use, please create an issue in the Issues section in a timely manner, and we will follow up and solve it promptly.

六、Q&A

1、Is data crawling legal?

Our Actor adheres to ethical standards and does not extract any private user data, such as email addresses, gender or location. It will only extract the publicly available data on the platform and will not extract non-public private data. However, you should be aware that your results may contain publicly available user data. Personal data is protected by the General Data Protection Regulation (GDPR) of the European Union and other laws and regulations around the world. Please do not use the data for illegal purposes. If you are unsure whether the usage scenario is legal, please consult your lawyer.