Gumroad Product Scraper

Scrape Gumroad Discover to find top products across different niches. Returns scored, ranked product data useful for market research, competitive analysis, and niche discovery.

What it does

• Scrapes Gumroad's discover page across multiple niche categories
• Filters by price range and minimum rating
• Scores each product with a composite "interestingness" score (0-100)
• Returns ranked, deduplicated results ready for analysis

Input

Field	Type	Default	Description
niches	string[]	["design", "programming"]	Gumroad niche tags to scrape
keywords	string[]	[]	Optional search keywords
sort	string	"top"	Sort order: "top" or "newest"
maxResultsPerNiche	integer	50	Max products per niche (max 200)
minPrice	number	0	Minimum price filter (USD)
maxPrice	number	999	Maximum price filter (USD)
minRating	number	0	Minimum average rating (0-5)
proxyConfiguration	object	{}	Apify proxy configuration

Available niches

3d, audio, business, comics, design, drawing-and-painting, education, fiction, film, fitness, fonts, games, illustration, music, other, photography, podcasts, programming, publishing, science, self-improvement, software, sports, teaching-and-learning, templates, travel, video, web-design, writing-and-publishing

Output

Each product in the dataset contains:

Field	Type	Description
id	string	Gumroad product ID
name	string	Product name
creator	string	Creator/seller name
creatorUrl	string	Creator profile URL
productUrl	string	Product page URL
thumbnailUrl	string	Product thumbnail image URL
price	number	Price in USD (0 = free)
isFree	boolean	Whether the product is free
description	string	Product description/tagline
tags	string[]	Product tags
salesCount	number	Number of sales (if available)
ratingCount	number	Number of ratings
ratingAverage	number	Average rating (0-5)
niche	string	Which niche query found this product
sort	string	Sort order used
scrapedAt	string	ISO timestamp of when the product was scraped
interestScore	number	Composite interest score (0-100)
scoreBreakdown	object	Breakdown: popularity, quality, value

Example output

[
  {
    "id": "BFdJbsSVfin5lwg7zgRRHA==",
    "name": "The High-Conversion CV Guide (Tech & Non-tech)",
    "creator": "Alina Kovtun",
    "creatorUrl": "https://alinakovtun.gumroad.com?recommended_by=search",
    "productUrl": "https://alinakovtun.gumroad.com/l/your-cv-guide?layout=discover&recommended_by=search",
    "thumbnailUrl": "https://public-files.gumroad.com/z55x78qmr3za5lp6h4kwahn2kgfj",
    "price": 24,
    "isFree": false,
    "description": "The High-Conversion CV Guide (Tech & Non-tech)",
    "tags": [],
    "salesCount": 0,
    "ratingCount": 2,
    "ratingAverage": 5,
    "niche": "programming",
    "sort": "top",
    "scrapedAt": "2026-03-11T18:26:59.573Z",
    "interestScore": 48,
    "scoreBreakdown": {
      "popularity": 0,
      "quality": 23,
      "value": 25
    }
  },
  {
    "id": "dJp-s02Q-8u0u9mU3L9svA==",
    "name": "The Life God Has for You Is Bigger Than the One You're Afraid to Leave - Digital Wallpaper Pack",
    "creator": "Reuben Rohard",
    "price": 0,
    "isFree": true,
    "niche": "design",
    "interestScore": 5,
    "scoreBreakdown": {
      "popularity": 0,
      "quality": 0,
      "value": 5
    }
  }
]

Use cases

• Market research: Discover trending products and niches on Gumroad
• Competitive analysis: Find top-selling products in your category
• Niche discovery: Identify underserved niches with high demand
• Pricing research: Analyze pricing strategies across product categories

Scoring methodology

Each product receives an interestScore (0-100) based on:

• Popularity (40%): Log-normalized sales count
• Quality (35%): Bayesian-smoothed rating (accounts for number of ratings)
• Value (25%): Price sweet spot analysis ($5-$50 scores highest)

Pricing

Pay-per-result model. Cost depends on the number of niches and max results per niche.