Shopify App Store Listing Scraper

Scrapes Shopify App Store listing pages and exports app name, developer, rating, review count, pricing summary, category, description, icon URL, and "Built for Shopify" badge status as clean, flat records. Built for Shopify app developers doing competitor research, agencies building market reports, and investors or analysts tracking app category trends.

Why this scraper

• Extracts rating, review count, and pricing directly from each page's JSON-LD and meta tags rather than scraping rendered DOM elements, so these fields are consistently populated instead of coming back empty or null on listings with non-standard layouts.
• Priced at $0.002 per listing — for a 500-listing category sweep that's $1.00.
• Only exports what's declared on the public listing page: app name, developer, rating, review count, pricing, category, description, icon, and badge status — no reviewer names or other personal data.

Output fields

Field	Type	Description
url	string	Canonical URL of the app listing page
appName	string	Name of the Shopify app
developerName	string	Name of the app's developer/publisher
rating	number	Average star rating (e.g. 4.7)
reviewCount	integer	Total number of reviews the app has received
pricingSummary	string	Short pricing text shown on the listing, e.g. "Free to install" or "Free trial available"
category	string	Primary app category/taxonomy label
description	string	Meta/SEO description summarizing the app
iconUrl	string	URL of the app's icon image
builtForShopify	boolean	Whether the app carries the "Built for Shopify" badge

Input

{
  "startUrls": [
    { "url": "https://apps.shopify.com/klaviyo-email-marketing" }
  ],
  "maxItems": 50
}

Output

{
  "url": "https://apps.shopify.com/klaviyo-email-marketing",
  "appName": "Klaviyo: Email Marketing & SMS",
  "developerName": "Klaviyo",
  "rating": 4.7,
  "reviewCount": 2949,
  "pricingSummary": "Free to install",
  "category": "DeveloperApplication",
  "description": "Klaviyo is a leading email and sms marketing app for Shopify. Improve your marketing ROI with our templates to deliver personalized email and sms campaigns.",
  "iconUrl": "https://cdn.shopify.com/app-store/listing_images/5edd9000b933a8fa88c152d1e498531f/icon/CP6B2OOv3PYCEAE=.png",
  "builtForShopify": false
}

Pricing

Pay per event: $0.002 per app listing scraped. Scraping 100 listings costs $0.20; a 1,000-listing category audit costs $2.00.

Use cases

• An app developer benchmarking competitor pricing tiers and review counts before setting their own app's pricing page.
• A Shopify agency compiling a "top apps by category" report for a client's tech stack recommendation.
• An investor or market analyst tracking how many apps in a category earn the "Built for Shopify" badge over time.