Shopify App Store Intelligence

Extract structured data from every app on the Shopify App Store — ratings, pricing plans, highlights, languages, launch dates, and Built for Shopify status — by category or by direct URL.

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What does Shopify App Store Intelligence do?

Shopify App Store Intelligence scrapes the Shopify App Store and returns structured data for every app in a category or a custom list of apps. You select a category — Email Marketing, Page Builders, Subscriptions, Dropshipping — and the actor discovers all apps listed there and extracts their full details.

Core capabilities:

• 🗂️ Discover apps by category — 53 categories available as a dropdown, from Email Marketing to Fraud Prevention
• 💰 Extract full pricing plans (plan name + price) and auto-classify each app as free, freemium, or paid
• ⭐ Capture rating, review count, and Built for Shopify badge status
• 🚀 Extract highlights (key feature bullets), supported languages, and launch date
• 🔗 Scrape specific apps by URL for targeted research on any list

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What data can you extract?

App identity	Commercial info	Quality signals
📝 App name	💰 Pricing model (free/freemium/paid)	⭐ Rating (0–5)
🏢 Developer name	🏷️ Pricing plans (name + price)	💬 Review count
🔗 App URL + slug	💵 Lowest paid price ($/month)	✅ Built for Shopify badge
🖼️ App icon URL	📂 Categories (name + slug)	📅 Launch date
🌐 Developer website	🤝 Developer partner URL	🌍 Supported languages
📄 App description	—	✨ Highlights (feature bullets)

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Can I scrape Email Marketing, Page Builder, SEO, and Subscription apps from Shopify?

Yes. Shopify App Store Intelligence covers all major Shopify App Store categories. You select one or more categories from the dropdown and the actor discovers all apps listed there automatically — no manual URL collection needed.

Supported categories include: Email Marketing, SMS Marketing, Abandoned Cart Recovery, Loyalty & Rewards, Product Reviews, Social Proof, Upsell & Cross-sell, Product Bundles, Pre-orders, Page Builders, Mobile App Builder, SEO, Search & Filters, Pop-ups, Forms, Analytics, Live Chat, Helpdesk, Accounting, Fraud Prevention, Subscriptions, Digital Products, Dropshipping, Print on Demand, Wholesale, Marketplaces, Retail & POS, and more.

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How does Shopify App Store Intelligence work?

The process:

1. You select one or more categories (or paste direct app URLs)
2. The actor opens each category page in a headless browser and collects all app links
3. For each app, it loads the detail page and extracts structured data from the server-rendered HTML and schema.org JSON-LD
4. Results are pushed to a dataset with one record per app

The actor uses a headless browser only for category listing pages (which require JavaScript rendering) and switches to lightweight HTTP requests for individual app detail pages. This keeps cost low while ensuring complete coverage.

Start with a single category and a maxAppsPerCategory of 20–30 to verify the output before running at full scale.

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Why use Shopify App Store Intelligence?

Feature	Manual browsing / generic scrapers	Shopify App Store Intelligence
Category discovery	Click through pages manually	Automatic — select from 53 categories
Pricing extraction	Copy-paste per app	Structured plans with name + price
Scale	~10 apps/hour manually	50–500 apps per run
Data format	Unstructured notes	Clean JSON, ready for analysis
Pricing classification	Manual judgment	Auto-classified: free / freemium / paid
Built for Shopify detection	Check each app individually	Extracted automatically

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What can you do with the data?

Shopify app developers — validate your idea before building: Run Shopify App Store Intelligence on your target category, sort by review count, and see what price points dominate. If 80% of apps in your category are freemium with a $15–$29/month paid tier, that is your pricing anchor. Check which apps have the Built for Shopify badge — it signals what Shopify considers quality in that space.

Agencies — recommend apps to clients systematically: Instead of remembering which apps you used last time, run the actor on the relevant categories and filter by rating ≥ 4.5 and reviewCount ≥ 100. Export to Google Sheets and share with clients as a shortlist.

Investors and acquirers — due diligence on Shopify apps: Review count growth over time is a proxy for revenue momentum. Run Shopify App Store Intelligence monthly on a target category and track review velocity. Apps growing 50+ reviews/month in a niche category are worth watching.

Scheduling recommendations:

• Weekly: track review count and rating changes for a set of competitors
• Monthly: full category refresh to spot new entrants and pricing shifts
• One-time: market entry research before launching a new Shopify app

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How to use Shopify App Store Intelligence?

1. Create a free Apify account
2. Open Shopify App Store Intelligence from the Apify Store
3. Select one or more Categories from the dropdown
4. Set Max apps per category (default: 50)
5. Optionally enable Include reviews to also collect review text
6. Click Start and wait for results in the Output tab

To scrape specific apps instead of a full category, paste app URLs directly into the App URLs field — one per line.

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How much will it cost?

Shopify App Store Intelligence runs on Apify's pay-per-event model. You only pay for what you use — no subscription.

Approximate cost:

• ~$0.30 per 100 apps ($3 per 1,000 apps)
• Each run of 50 apps in one category typically costs less than $0.20 in compute

Cost optimization tips:

• Start with maxAppsPerCategory: 20 to test coverage before scaling
• Disable includeReviews unless you specifically need review text — it doubles run time and cost
• Use appUrls mode for targeted research on a known list — significantly cheaper than category discovery

See the Pricing tab for current compute unit rates.

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⬇️ Input

Scrape by category

Select one or more categories from the dropdown. The actor discovers all apps listed under each selected category.

{
    "categories": ["marketing-and-conversion-marketing-email-marketing"],
    "maxAppsPerCategory": 50,
    "includeReviews": false
}

Scrape specific apps by URL

Paste direct Shopify App Store URLs to research a curated list.

{
    "appUrls": [
        "https://apps.shopify.com/klaviyo-email-marketing",
        "https://apps.shopify.com/omnisend",
        "https://apps.shopify.com/privy"
    ],
    "includeReviews": false
}

Full input reference

Field	Type	Default	Description
categories	array	[]	Category slugs to scrape (select from dropdown)
appUrls	array	[]	Direct app URLs for targeted research
maxAppsPerCategory	integer	50	Max apps per category (1–500)
includeReviews	boolean	false	Also scrape individual review text
maxReviewsPerApp	integer	20	Max reviews per app (when enabled)

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⬆️ Output

Results are saved to the default dataset — one record per app.

Sample output record

{
    "appName": "Klaviyo: Email Marketing & SMS",
    "appUrl": "https://apps.shopify.com/klaviyo-email-marketing",
    "appSlug": "klaviyo-email-marketing",
    "developer": "Klaviyo",
    "developerPartnerUrl": "https://apps.shopify.com/partners/klaviyo",
    "developerWebsite": "https://www.klaviyo.com",
    "rating": 4.5,
    "reviewCount": 2572,
    "description": "Klaviyo is a leading email and sms marketing app for Shopify...",
    "iconUrl": "https://cdn.shopify.com/app-store/listing_images/...",
    "pricingModel": "freemium",
    "pricingPlans": [
        { "name": "Free", "price": "Free to install" },
        { "name": "SMS", "price": "$15/month" },
        { "name": "Email", "price": "$20/month" }
    ],
    "lowestPaidPrice": 15,
    "builtForShopify": false,
    "highlights": [
        "Unify and activate real-time data from Shopify and 350+ apps across the journey",
        "Use Marketing Agent to read your site and build launch-ready on-brand campaigns"
    ],
    "languages": ["English", "French", "Spanish", "German"],
    "categories": [
        { "name": "Email marketing", "slug": "marketing-and-conversion-marketing-email-marketing" },
        { "name": "SMS marketing", "slug": "marketing-and-conversion-marketing-sms-marketing" }
    ],
    "launchDate": "September 20, 2012",
    "sourceCategory": "marketing-and-conversion-marketing-email-marketing",
    "scrapedAt": "2026-03-22T21:11:32.604Z"
}

Export formats: JSON, CSV, Excel, XML — available from the dataset view in Apify Console or via the Apify API.

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Are there other tools in the Apify Store?

If you work with Shopify data, these actors complement Shopify App Store Intelligence:

• 🛍️ Shopify Store Finder — Discover Shopify stores by niche with prospectScore, app detection, and country filter
• ⭐ Shopify Reviews Scraper — Extract reviews from Judge.me, Yotpo, Loox, and other Shopify review platforms
• 📡 Ad Pixel ID Extractor — Extract Facebook Pixel, TikTok Pixel, and Google Ads IDs from any website

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FAQ

Can I scrape all apps in the Email Marketing category on the Shopify App Store?

Yes. Select "Email Marketing" from the categories dropdown, set maxAppsPerCategory to the number of apps you want, and run. The actor opens the category listing page, collects all app links, and scrapes each one.

How many Shopify apps can I scrape per run?

You can scrape up to 500 apps per category per run using the maxAppsPerCategory setting. There are over 29,000 apps in the Shopify App Store — for full-catalog scraping, use the sitemap mode by providing app URLs directly.

Does the actor extract pricing plans for every app?

Yes. Shopify App Store Intelligence extracts the full pricing plan table for each app — plan name, price, and billing period. It also auto-classifies each app as free, freemium, or paid, and extracts the lowest paid price as a numeric field for easy sorting and filtering.

How often should I schedule runs?

Weekly runs are recommended for competitive monitoring — review counts and ratings change regularly. Monthly runs work well for category-level market research. Run once for one-time due diligence or app idea validation.

Can I use Shopify App Store Intelligence with the Apify API?

Yes. Every actor on Apify is accessible via the Apify API. You can trigger runs, pass input, and retrieve dataset results programmatically. Use the API to integrate app store data into your own tools, dashboards, or automated reports.

Can I use Shopify App Store Intelligence through an MCP Server?

Yes. Apify provides an MCP (Model Context Protocol) server that exposes all actors — including Shopify App Store Intelligence — as tools for AI agents and LLM applications. Connect it to Claude, Cursor, or any MCP-compatible client to run app store research directly from your AI workflow.

Can I scrape reviews with this actor?

Yes. Enable the includeReviews option and set maxReviewsPerApp to control how many reviews to collect per app. Review data is stored as a separate record in the same dataset with type: "reviews". Note that enabling reviews significantly increases run time and cost.

Is scraping the Shopify App Store legal?

The Shopify App Store is publicly accessible and all data extracted by this actor is visible to any visitor without authentication. Scraping publicly available data is generally permitted under applicable law in most jurisdictions. This actor does not bypass login walls, access private data, or violate Shopify's public-facing terms for app listings. Always consult your own legal counsel for jurisdiction-specific guidance.

Can I filter apps by Built for Shopify status?

Not in the input — but the builtForShopify field is included in every output record as a boolean. Export the dataset to CSV or use the Apify API to filter results after the run.

What integrations can I use with the output data?

Shopify App Store Intelligence output works with any tool that accepts JSON or CSV: Google Sheets (via Apify's Google Sheets integration), Zapier, Make (formerly Integromat), n8n, Slack, Airtable, and any custom workflow via the Apify API. For AI applications, use the MCP server or LangChain integration.

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Your feedback

Found a bug or missing a category? Open an issue or contact the actor author directly via the Apify Store.