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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

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:

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.