Shopify App Store Reviews & App Intelligence Scraper

Extract every review of any Shopify app – star rating, full text, store name, store country, how long the merchant used the app, and the developer's reply – plus the app's listing data: rating, review count, 5→1 star breakdown, pricing plans, developer, launch date, languages, integrations, category tags and the "Built for Shopify" badge.

Filter by star rating (e.g. only 1–2★ complaints), by date, or switch on "only new reviews" and schedule it daily to get alerts whenever a competitor (or your own app) gets a new review.

No login, no browser, no cookies – it reads the public apps.shopify.com pages (allowed by Shopify's robots.txt), so runs are fast and cheap.

What can I use it for?

• Shopify app developers – monitor your own reviews and reply faster; benchmark your reply rate vs competitors.
• Competitor research & product discovery – mine 1–2★ reviews of the category leaders to find features merchants are begging for. Build the app they want.
• Agencies & SaaS sales teams – find merchants (store name + country) who are unhappy with a competing app.
• Market analysts / investors – track rating, review velocity and pricing plans of apps over time.
• AI agents & LLM pipelines – clean, structured review text for sentiment analysis, summarization and RAG.

Input example

{
  "apps": ["https://apps.shopify.com/judgeme", "loox", "reamaze"],
  "categoryUrls": ["https://apps.shopify.com/categories/marketing-and-conversion-social-trust"],
  "maxAppsPerCategory": 20,
  "maxReviewsPerApp": 200,
  "ratings": ["1", "2"],
  "sortBy": "newest",
  "reviewsSince": "2026-01-01",
  "onlyNewReviews": false,
  "skipRatingOnlyReviews": true
}

Output

Two item types in one dataset (use the Reviews and Apps views, or filter by type).

Review

{
  "type": "review",
  "appHandle": "reamaze",
  "appName": "Re:amaze AI Helpdesk & Chat",
  "reviewId": "2319539",
  "reviewUrl": "https://apps.shopify.com/reviews/2319539",
  "rating": 1,
  "date": "2026-08-12",
  "text": "Chat support seems to be full AI which cannot give clear answers. Apparently we can't show the widget in 2 languages…",
  "hasText": true,
  "storeName": "EuroVan-shop",
  "storeCountry": "France",
  "timeUsingApp": "About 2 hours using the app",
  "hasReply": true,
  "developerReply": "Hi there, thank you for the honest feedback — …",
  "developerReplyDate": "2026-08-12"
}

App

{
  "type": "app",
  "handle": "reamaze",
  "name": "Re:amaze AI Helpdesk & Chat",
  "developer": "Reamaze",
  "developerUrl": "https://apps.shopify.com/partners/reamaze",
  "rating": 4.5,
  "reviewCount": 181,
  "ratingDistribution": {"5": 158, "4": 5, "3": 2, "2": 4, "1": 12},
  "builtForShopify": true,
  "pricingSummary": "From $29/month. Free trial available.",
  "pricingPlans": [{"name": "Re:amaze Basic", "price": "$29/month", "features": ["Unlimited Email Inboxes", "…"]}],
  "launchedAt": "2014-04-01",
  "languages": ["English"],
  "worksWith": ["Klaviyo", "Loop Returns", "Yotpo"],
  "categoryTags": ["Chat", "AI chatbots", "Live chat"],
  "scrapedReviewStats": {"reviewsScraped": 16, "avgRating": 1.25, "negativeShare": 1.0, "replyRate": 0.56, "topCountries": {"United States": 7}}
}

Prices are shown in the currency Shopify picks for the visitor's location (USD when run on Apify's US servers).

Pricing (pay per result)

Event	Price
Review saved	$1.00 per 1,000 reviews
App details saved	$2.00 per 1,000 apps

No start fee. Errors, not-found apps, skipped star-only reviews and (in monitoring mode) already-seen reviews are free. Examples: all 181 reviews of a mid-size app ≈ $0.18 · daily monitoring of 20 competitor apps (~10 new reviews/day) ≈ $0.30/month.

Tips

• Complaint mining: ratings: ["1","2"] + skipRatingOnlyReviews: true.
• Fast incremental runs: sortBy: "newest" + reviewsSince stops pagination as soon as older reviews appear.
• Review alerts: onlyNewReviews: true + an Apify Schedule + Slack/email integration.
• Shopify shows 10 reviews per page; the Actor paces requests politely and retries 403/429/5xx with backoff. Enable a proxy only for very large jobs.

Is it legal?

The Actor collects publicly available listing and review content from apps.shopify.com paths that are not disallowed by robots.txt. It does not log in or collect personal data beyond the public store name and country shown on each review. Make sure your use complies with Shopify's terms and applicable law.