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🛍️ 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

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

Start collecting valuable customer feedback from Shopify App Store today!