Shopify App Store Scraper - Apps, Reviews & Developer Contacts

Scrape the Shopify App Store by keyword, category, app URL, or the whole store. Get every app's rating, review count, pricing, categories and developer contacts (website, support email, phone, address), plus full reviews. No login, no API key, pay only for results.

What you can do with it

• Lead generation: build lists of Shopify app developers with their website and support email.
• Competitor research: track ratings, review counts and pricing of apps in your category.
• Review mining: pull thousands of merchant reviews to find pain points and feature gaps.
• Market sizing: scrape the full store (13k+ apps) and see which categories are crowded.

Input

Field	What it does
Search keywords	e.g. upsell, product reviews, email marketing
Category URLs	e.g. https://apps.shopify.com/categories/marketing-and-conversion
App URLs or handles	e.g. https://apps.shopify.com/judgeme or judgeme
Scrape the whole store	Walks the store sitemap. Cap it with Max apps.
Max apps	Total cap. Default 50. 0 = no limit.
Include reviews	Adds one dataset item per review.
Max reviews per app	Default 100. 0 = all.
Include developer details	Visits the developer page for website and address.

Output

App item:

{
  "type": "app",
  "handle": "example-app",
  "url": "https://apps.shopify.com/example-app",
  "name": "Example App",
  "rating": 4.8,
  "reviewCount": 1234,
  "pricingSummary": "Free plan available",
  "hasFreePlan": true,
  "pricingPlans": [{ "title": "Pro", "price": "$15/month", "features": ["..."] }],
  "categories": ["Product reviews"],
  "builtForShopify": true,
  "launched": "March 1, 2020",
  "developerName": "Example Inc",
  "developerUrl": "https://apps.shopify.com/partners/example-inc",
  "developerWebsite": "https://example.com",
  "developerEmail": "support@example.com",
  "developerPhone": null,
  "developerAddress": "...",
  "scrapedAt": "2026-10-18T00:00:00.000Z"
}

Review item:

{
  "type": "review",
  "appHandle": "example-app",
  "rating": 5,
  "date": "October 1, 2026",
  "reviewer": "Some Store",
  "reviewerCountry": "Australia",
  "usageDuration": "About 1 year using the app",
  "text": "Great app ...",
  "developerReply": null
}

The example values above are placeholders showing the shape of the data.

Filter by type to split apps and reviews, or use the Apps view in the dataset tab.

Pricing

Pay per event, no monthly fee:

• $2.00 per 1,000 apps
• $0.50 per 1,000 reviews

Set a spending limit on the run and the scraper stops cleanly when it is reached.

Tips

• Datacenter proxy (the default) is enough.
• For the whole store, start with maxApps: 100 to see the output, then raise it.
• Run on a schedule to track rating and review changes over time.

Is it legal?

It only collects data that the Shopify App Store shows publicly to any visitor, with no login. Personal data may still appear in reviews (store names). Use it in line with GDPR and your local laws.

Issues

Something broken or a field missing? Open an issue on the Issues tab. Fixes usually ship within days.