Shopify App Store Scraper (Apps, Pricing & Reviews)

Get structured data from the Shopify App Store in two modes:

• App details: rating, review count, every pricing plan with price and features, developer, categories, languages, integrations, launch date and the "Built for Shopify" badge.
• Reviews: every merchant review with star rating, date, text, store name, store country and how long the merchant used the app.

Paste app links, or whole category links to cover every app in a category.

What you can use it for

• App market research: compare ratings, review counts and pricing across a whole category before building or buying an app.
• Competitor tracking: schedule weekly runs to watch competitors' pricing plans and review growth.
• Review analysis: collect reviews to find what merchants love or complain about, and feed them to an AI model for summaries.
• Lead research for app partners: see which kinds of stores use which apps (store names are public on review pages).

Input

• Apps: links like https://apps.shopify.com/judgeme, or just the handle judgeme.
• Categories: links like https://apps.shopify.com/categories/marketing-and-conversion-social-trust-product-reviews, with a maximum number of apps per category.
• What to collect: App details or Reviews (newest first, with a maximum per app).

Sample output: app details

{
  "handle": "judgeme",
  "url": "https://apps.shopify.com/judgeme",
  "name": "Judge.me Product Reviews App",
  "tagline": "Sell more with unlimited product reviews, UGC, star ratings, Google reviews and testimonials",
  "description": "Send unlimited, automatic review requests via email, SMS, and push. Display stars and reviews on storefront, share reviews on social media and Google Shopping.",
  "developer": "Judge.me",
  "developerUrl": "https://apps.shopify.com/partners/judge-me",
  "rating": 5,
  "reviewCount": 48975,
  "pricingSummary": "Free plan available",
  "plans": [
    {
      "name": "Forever Free",
      "price": "Free",
      "additionalCharges": null,
      "features": [
        "Unlimited product and store reviews",
        "Unlimited visual reviews (photos/videos)",
        "Review widget & star rating badge"
      ]
    },
    {
      "name": "Awesome",
      "price": "$15 / month",
      "additionalCharges": null,
      "features": [
        "AI (replies, summary, translations)",
        "130+ integrations, inc. Klaviyo, Gorgias",
        "16 widgets (Snippets, Q&A, Reviews Page)"
      ]
    }
  ],
  "builtForShopify": true,
  "launchedAt": "June 25, 2015",
  "languages": [
    "English",
    "Spanish",
    "French",
    "Italian"
  ],
  "worksWith": [
    "Checkout",
    "Customer accounts",
    "Shopify Flow",
    "Shopify Admin"
  ],
  "categories": [
    "marketing-and-conversion-social-trust-product-reviews",
    "store-design-site-optimization-seo"
  ],
  "icon": "https://cdn.shopify.com/app-store/listing_images/8cada0f5da411a64e756606bb036f1ed/icon/CIfp9fWd34sDEAE=.png",
  "scrapedAt": "2026-10-24T00:21:49.793Z"
}

Sample output: reviews

{
  "app": "judgeme",
  "reviewId": "2405961",
  "rating": 5,
  "date": "2026-10-23",
  "text": "It was great, Daniel was the best!",
  "storeName": "Unplastiq",
  "storeCountry": "United States",
  "timeUsingApp": "34 minutes",
  "scrapedAt": "2026-10-24T00:21:26.939Z"
}

Reviews that only give a star rating have "text": null.

Pricing

$2.00 per 1,000 rows (one app or one review per row), plus a tiny per-run start fee. Set a spending limit for each run; the run stops cleanly when it is reached.

How it works and limits

The Actor reads the public Shopify App Store pages that any visitor can open, at a gentle pace. It does not log in or use any account. Developer replies to reviews are not included. App handles that don't exist are skipped with a note in the log, and you are not charged for them.

Support

Found a problem or need another field? Open an issue on the Issues tab. Issues are answered quickly.