Gumroad Products Scraper

Gumroad Products Scraper

A powerful and flexible tool to scrape Gumroad product data. Ideal for market research, competitor tracking, price monitoring, or lead generation, this scraper produces clean, structured data in JSON, CSV, or Excel formats.

This actor can run on Apify Cloud, AWS Lambda, or any HTTP-based automation workflow.

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Key Features

• Multi-Mode Search – Scrape products via:
  • Direct URLs
  • Keyword queries
  • Advanced category & filter search
• Deep Product Metadata – Capture:
  • Name, price, and description
  • Ratings & reviews
  • Seller information
  • Product images & files
• Automatic URL Classification – Detect whether a URL is a product, collection, or profile
• Pagination & Limit Control – Use pages and per_page to control scraping volume
• Retry & Error Handling – Automatic retries for failed requests
• Secure API Access – Supports API key authentication
• Structured Output – JSON, CSV, or Excel-ready dataset

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Quick Start

1️⃣ Choose Your Input Method

You can scrape via search queries, filter options, or direct URLs.

Search Using Queries

{
  "modes": ["query"],
  "query": "education"
}

Filter Search

{
  "modes": ["filter"],
  "tags": ["design", "car"],
  "filetypes": ["PDF", "PNG"],
  "rating": 4
}

Scrape Using Direct URLs

{
  "modes": ["url"],
  "urls": [
    "https://gumroad.com/discover?query=car+drawing"
  ]
}

You can combine multiple modes in one run:

{
  "modes": ["query", "filter", "url"]
}

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2️⃣ Configure Optional Parameters

{
  "pages": 2,
  "per_page": 18
}

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3️⃣ Run the Actor

• Save your input configuration
• Click Run in Apify Console
• Monitor logs for progress and errors

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4️⃣ Access Results

• Scraped data is saved in Apify Dataset
• Each query, filter, or URL produces separate dataset items
• Output is in structured JSON for analytics, CSV, or Excel

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Output Examples

Query or Filter Search Item

[{
  'id': '0lmlMQcCSJhDWYGEynLWRA==',
  'name': 'Winterpaw Feline ~ VRChat + VTuber',
  'permalink': 'tjhbd',
  'page_url': 'https://juliawinterpaw.gumroad.com/l/Feline?layout=discover&recommended_by=search',
  'price_cents': 0,
  'currency': 'usd',
  'seller_id': '9728859314363',
  'seller_name': 'Julia Winterpaw',
  'avatar_url': 'https://public-files.gumroad.com/f37i3dj748y8r76pt6q6i7ygmwl4',
  'profile_url': 'https://juliawinterpaw.gumroad.com?recommended_by=search',
  'thumbnail_url': 'https://public-files.gumroad.com/ocj0gnerjlgnecv9g07q15pw7wes',
  'ratings_count': 80,
  'ratings_average': 5.0,
  'native_type': 'digital',
  'recurrence': None,
  'description': "Introducing the Winterpaw Feline!This is the most advanced Winterpaw avatar we've ever made. Afte..."
  },]

URL Result Item

[{
        "id": "c1a2b3d4e5",
        "name": "Car Sketching Guide",
        "permalink": "car-sketching-guide",
        "page_url": "https://gumroad.com/l/car-sketching-guide",
        "price_cents": 1500,
        "currency": "usd",
        "seller_id": "s123456",
        "seller_name": "John Doe",
        "avatar_url": "https://gumroad.com/avatar/johndoe.jpg",
        "profile_url": "https://gumroad.com/johndoe",
        "thumbnail_url": "https://gumroad.com/thumbnail/car-sketch.jpg",
        "ratings_count": 12,
        "ratings_average": 4.8,
        "native_type": "digital",
        "recurrence": None,
        "description": "Step-by-step car drawing guide for beginners."
    },]

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How It Works

1. Reads input from Apify (modes, query, tags, urls, etc.)
2. Executes the selected scraping mode(s)
3. Automatically classifies URLs as product, collection, or profile
4. Fetches product data from Gumroad backend
5. Normalizes responses and pushes to dataset

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Error Handling

• Automatic retries on temporary failures
• Unsupported URLs are safely skipped
• Clear logging for debugging

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Use Cases

• Market & trend research
• Competitor price tracking
• Lead generation
• Analytics dashboards
• Product discovery & aggregation

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Support

• Fully extendable and customizable
• Works on Apify Cloud, AWS Lambda, or any HTTP API workflow