🛍️ Shopify App Reviews Scraper

This actor allows you to scrape customer reviews from Shopify App Store by providing a review page URL. It automatically handles pagination and extracts comprehensive review information including ratings, reviewer details, usage information, and review content.

Features

• URL-based Scraping: Extract reviews by providing a complete Shopify App Store review page URL
• Automatic Pagination: Automatically navigates through review pages until reaching the end or max items limit
• Comprehensive Review Data: Extract detailed information about each review including:
  • Star ratings (1-5 stars)
  • Review text content
  • Reviewer name and location
  • Review date
  • App usage duration
  • Review permalink
• Geographic Information: Includes reviewer country location
• Usage Context: Captures how long reviewers have been using the app

Input Parameters

Field	Type	Required	Description
appReviewUrl	string	Yes	Complete Shopify App Store review page URL to scrape
maxItems	integer	No	Maximum number of reviews to fetch

Output

The output is a main list of review objects, each containing:

• appReviewUrl: The original review page URL used
• id: Unique review identifier
• rating: Star rating (1-5)
• date: Review submission date
• reviewer: Name of the reviewer
• country: Reviewer's country location
• usage: Duration of app usage by the reviewer
• review: Full review text content
• permalink: Direct link to the review
• scrapedAt: Timestamp of when the review was scraped

Example output:

[
  {
    "appReviewUrl": "https://apps.shopify.com/judgeme/reviews",
    "id": "review-1925676",
    "rating": 5,
    "date": "October 21, 2025",
    "reviewer": "Pet ID Tags",
    "country": "Australia",
    "usage": "Almost 8 years using the app",
    "review": "I have been using the app for many years! Today Brain Helped me with setting up on my collection page to show only a product reviews. Very happy with this result! thanks again Brian !",
    "permalink": "https://apps.shopify.com//reviews/1925676",
    "scrapedAt": "2025-11-20T01:13:12.260Z"
  },
  ...
]

Use Cases

• App performance monitoring and analysis
• Customer sentiment analysis
• Competitive research for app developers
• Review trend tracking over time
• User feedback collection and analysis

Notes

• Results are automatically paginated until reaching the end or max items limit
• All reviews include complete text content and metadata
• Geographic and usage information helps understand user demographics
• Review permalinks allow direct access to individual reviews

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Start collecting valuable customer feedback from Shopify App Store today!