Shopify App Store Scraper: Apps, Pricing Plans, Reviews & Category Rankings

Scrape Shopify App Store apps, pricing plans, ratings, reviews and category rankings, with no login, no browser and no code. Export to JSON, CSV or Excel, or use the API.

Made for Shopify app developers, agencies, investors and SaaS marketers doing competitor research, review mining and market sizing.

What you get

• Apps: name, tagline, description, rating, review count, 1–5 star distribution, pricing summary, plans (name, price, monthly USD, extra charges, features), developer name/URL/location, Built for Shopify, launch date, languages, "works with" integrations, categories, icon.
• Reviews: stars, date, full text, store name, store country, time using the app, developer reply and reply date.
• Category ranks: position in each category (sponsored ads flagged and not counted), rating, review count, pricing hint.
• Changes (monitor mode): field-level before/after for rating, review count, pricing plans, name, categories and the BFS badge.

Input example

{
  "apps": ["klaviyo-email-marketing", "https://apps.shopify.com/judgeme"],
  "categoryUrls": ["https://apps.shopify.com/categories/marketing-and-conversion-marketing-email-marketing"],
  "maxPagesPerCategory": 2,
  "includeAppDetails": true,
  "includeReviews": true,
  "maxReviewsPerApp": 50,
  "monitorMode": true
}

Output examples

App

{
  "recordType": "app",
  "handle": "judgeme",
  "name": "Judge.me Product Reviews App",
  "rating": 5,
  "reviewCount": 48351,
  "ratingDistribution": { "1": 155, "2": 36, "3": 73, "4": 803, "5": 47284 },
  "pricingSummary": "Free plan available. Free trial available.",
  "plans": [
    { "name": "Forever Free", "priceLabel": "Free", "monthlyPriceUsd": 0, "features": ["Unlimited product and store reviews"] },
    { "name": "Awesome", "priceLabel": "$15/month", "monthlyPriceUsd": 15, "features": ["AI (replies, summary, translations)"] }
  ],
  "developerName": "Judge.me",
  "developerLocation": "United States",
  "builtForShopify": true,
  "launchedDate": "June 25, 2015",
  "categories": ["marketing-and-conversion-social-trust-product-reviews"],
  "changes": [{ "field": "plans", "before": ["Forever Free|Free|null"], "after": ["Forever Free|Free|null", "Awesome|$15/month|null"] }]
}

Review

{ "recordType": "review", "appHandle": "judgeme", "reviewId": "2391772", "rating": 5, "date": "October 11, 2026", "text": "…", "storeName": "dentalyol", "storeCountry": "Türkiye", "usageDuration": "3 days using the app", "developerReply": null }

Category listing

{ "recordType": "categoryListing", "category": "marketing-and-conversion-marketing-email-marketing", "rank": 3, "sponsored": false, "name": "Grid & Pixel Email‑SMS‑Popups", "rating": 4.7, "reviewCount": 192, "pricingHint": "Free plan available", "builtForShopify": true }

Tips

• Schedule daily with monitor mode on, and use a separate stateStoreName per competitor set.
• Some reviews are star-only, so text is null.
• Keep concurrency low (default 3) to stay polite.

Example output

{
  "recordType": "app",
  "handle": "klaviyo-email-marketing",
  "url": "https://apps.shopify.com/klaviyo-email-marketing",
  "name": "Klaviyo: Email Marketing & SMS",
  "tagline": "Build email marketing, SMS, and WhatsApp campaigns powered by AI to grow ecommerce sales.",
  "description": "Klaviyo is a leading email and sms marketing app for Shopify. Improve your marketing ROI with our templates...",
  "rating": 4.7,
  "reviewCount": 3371,
  "ratingDistribution": {
    "1": 263,
    "2": 37,
    "3": 31,
    "4": 83,
    "5": 2957
  },
  "pricingSummary": "Free to install",
  "plans": [
    {
      "name": "Free",
      "price": "Free to install",
      "priceLabel": "Free to install",
      "monthlyPriceUsd": 0,
      "additionalCharges": "Free to install. Email free forever for up to 250 contacts. SMS free for up to 150 SMS/MMS credits.",
      "features": [
        "Sync Shopify data–tags, catalog, coupons",
        "Templates for Email/SMS",
        "Forms & push notifications"
      ]
    },
    {
      "name": "SMS",
      "price": "$15 / month",
      "priceLabel": "$15/month",
      "monthlyPriceUsd": 15,
      "additionalCharges": "Up to 1250 SMS/MMS credits. Includes carrier fees. Upgrade as you grow.",
      "features": [
        "Multi-channel segmentation and flows",
        "Smart opt-in & multi-channel list growth",
        "SMS AI for campaign creation"
      ]
    },
    {
      "name": "Email",
      "price": "$20 / month",
      "priceLabel": "$20/month",
      "monthlyPriceUsd": 20,
      "additionalCharges": "251-500 contacts. Upgrade as you grow.",
      "features": [
        "Multi-channel segmentation and flows",
        "Personalized product recommendations",
        "Reputation repair AI for deliverability"
      ]
    }
  ],
  "developerName": "Klaviyo",
  "developerUrl": "https://apps.shopify.com/partners/klaviyo",
  "developerLocation": "United States",
  "builtForShopify": false,
  "launchedDate": "September 20, 2012",
  "languages": [
    "English",
    "French",
    "Spanish"
  ],
  "worksWith": [
    "Checkout",
    "Customer accounts",
    "Shopify Flow"
  ]
}

Pricing

Pay per result, with no monthly rental or subscription:

• App record: $0.003
• Review: $0.001
• Category listing: $0.0005
• App change (monitor): $0.02

Example: 1,000 results cost about $3.00 in fees. Apify's free plan includes $5 of monthly credit, which is enough to test this Actor.

FAQ

Do I need an account, cookies or a login for the source site? No. Shopify App Store Scraper uses public data sources only, so there is nothing to connect and no account to risk.

How much will a run cost? You pay only for results delivered (see Pricing above), plus Apify platform usage, which the free plan's monthly credit easily covers for test runs. Start with a small limit to see the exact cost per run.

Can I export to CSV, Excel or Google Sheets? Yes. Every run's dataset can be downloaded as JSON, CSV, Excel, XML or HTML, or pushed to Google Sheets, Make, Zapier, n8n, Slack or a webhook through Apify integrations.

Can I run it on a schedule or from my own code? Yes. Add an Apify Schedule (hourly, daily, weekly) or call it through the Apify API / Python & JavaScript clients. It also works with AI agents through the Apify MCP server.

What happens if an input is invalid or a source is down? The run keeps going. The bad input gets a row with an error field so you can see what failed, and you are not charged for results that were not delivered.

Is this legal to use? It collects publicly available data. You are responsible for using the output in line with the source's terms and privacy laws such as GDPR/CCPA; don't use it for spam.

Something missing or broken? Open an issue on the Issues tab. Feature requests are usually added within a few days.

Legal

Collects only publicly visible App Store pages, without logging in. Review author fields are merchant store names (businesses). Not affiliated with Shopify.

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• Chrome & Edge Extension Intel + Permission Alerts
• Bulk Website Tech Stack Detector & Change Monitor
• Apple App Store Reviews Scraper & New Review Monitor

REST API

GET https://api.mediaprotools.com/v1/shopify-apps?items=... (header X-API-Key). Up to 3 items per call, separated by ,. Or POST {"items":[...],"options":{...}}.

Parameter	Type	Notes
items	token	e.g. klaviyo-email-marketing or https://apps.shopify.com/judgeme
maxPagesPerCategory	integer 1-100	24 apps per page.
includeAppDetails	boolean	Name, rating, rating distribution, pricing plans, developer, launch date, languages, integrations, categories.
maxReviewsPerApp	integer 1-100	10 reviews per page.
reviewSort	string	Newest first or most relevant.
delayMs	integer 0-1000000	Per worker.

Output fields: builtForShopify, categories, description, developerLocation, developerName, developerUrl, error, handle, iconUrl, languages, launchedDate, name, plans, pricingSummary, rating, ratingDistribution, recordType, reviewCount, scrapedAt, tagline, url, worksWith.