Shopify App Store Scraper — Apps, Reviews & Catalog avatar

Shopify App Store Scraper — Apps, Reviews & Catalog

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from $5.00 / 1,000 results

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Shopify App Store Scraper — Apps, Reviews & Catalog

Shopify App Store Scraper — Apps, Reviews & Catalog

Scrape Shopify App Store app details (rating, reviews count, developer, category), full review history with merchant names and dates, and the complete app catalog. Reliable structured-data parsing. For app developers, investors and market research.

Pricing

from $5.00 / 1,000 results

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0.0

(0)

Developer

Prometheus Agency

Prometheus Agency

Maintained by Community

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0

Bookmarked

2

Total users

1

Monthly active users

4 hours ago

Last modified

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Extract clean, structured data from the Shopify App Store: app details (rating, review count, developer, category, pricing), full review history with merchant names, dates and developer replies, and the complete app catalog. Built for app developers, investors and market research.

Three modes

ModeWhat you get
App detailsName, rating, total reviews, developer, category, icon — from structured data
Reviews of appsEvery review: rating, date, merchant, full text and the developer's reply (separated)
Full app catalogEvery app handle + URL in the store (from the official sitemap)

Why this one beats the rest

  • Full review text — always. Long reviews on the App Store are truncated and loaded dynamically; many scrapers return empty bodies. We fetch the fully-rendered reviews, so you get 100% of the text.
  • Review vs developer reply, separated. We put the merchant's words in text and the developer's answer in developerReply — no mixing garbage into your dataset.
  • Reliable structured data. App details come from the page's JSON-LD, not brittle CSS guesses.
  • Readable errors & default run that just works.

Example: a review

{
"type": "review",
"appHandle": "klaviyo-email-marketing",
"rating": 1,
"date": "June 28, 2026",
"merchant": "Cool Store Co",
"text": "Support was slow and prices jumped without warning...",
"developerReply": "We're sorry to hear this — our team has reached out..."
}

Who buys this

  • App developers — track competitors' ratings, mine 1-star reviews for feature gaps, watch pricing
  • Investors / analysts — evaluate app traction and sentiment across the ecosystem
  • Agencies — find apps with poor reviews to pitch better alternatives
  • AI agents — clean schema, ready for LLM analysis of merchant sentiment

Tips

  • Combine reviews mode with a Schedule to track sentiment over time
  • Use catalog mode to build a target list, then run apps mode on it for full metadata
  • Set a max cost per run — the Actor respects it exactly and stops there