Pricing

from $1.00 / 1,000 products

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Gumroad Scraper — Products, Sales, Sellers & Whop

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Scrape Gumroad products with price in USD, ratings, public sales and revenue estimate, sellers with their whole catalog, reviews, and category snapshots with an opportunity score to find product ideas. Also Whop product pages by link. No login. Errors are never charged.

Pricing

from $1.00 / 1,000 products

Rating

0.0

(0)

Developer

Oswaldo Carabano

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

category

Optional

Whop category path the product was found in (or the category of a snapshot row).

Type:string | null

businessType

Optional

Whop: business type (software, education…).

Type:string | null

industryType

Optional

Whop: industry (e.g. resale_bots, trading).

Type:string | null

marketplaceRank

Optional

Whop: marketplace ranking position.

Type:number | null

affiliateProgram

Optional

Whop: global affiliate program status.

Type:string | null

affiliatePercent

Optional

Whop: affiliate commission percent.

Type:number | null

sellerId

Optional

Seller id (Gumroad user id or Whop company id). The deduplication key of seller rows.

Type:string | null

sellerUsername

Optional

Seller subdomain on Gumroad (or company route on Whop).

Type:string | null

sellerName

Optional

Seller display name (contact details removed).

Type:string | null

sellerUrl

Optional

Seller storefront URL.

Type:string | null

sellerVerified

Optional

True when the seller is verified.

Type:boolean | null

sellerAvatarUrl

Optional

Seller avatar/logo URL.

Type:string | null

sellerRatingAverage

Optional

Average rating across all the seller's products. 45% of products in a whole category (76% in a sample of popular products).

Type:number | null

sellerRatingsCount

Optional

Ratings across all the seller's products. 45% (popular sample: 76%).

Type:number | null

sellerRatingHistogram

Optional

Whop: share of the company's reviews per star {oneStarPct … fiveStarPct} (73% of Whop products).

Type:object | null

sellerProductsCount

Optional

Number of rated products the seller has. 45% (popular sample: 76%).

Type:number | null

sellerTwitterHandle

Optional

Seller X/Twitter handle (public). 37% of products in a whole category.

Type:string | null

sellerSocialLinks

Optional

Public social links of the seller: [{network, url}] (Gumroad: X and YouTube from the creator profile; Whop: the company's own links, never the owner's account).

Type:array | null

sellerMemberCount

Optional

Whop: members of the company.

Type:number | null

sellerCreatedAt

Optional

Whop: when the company was created (ISO 8601).

Type:string | null

collaboratorName

Optional

Name of a collaborating creator, when listed. Never observed with a value in the samples, so no type is asserted.

customLandingPage

Optional

True when the product uses a seller-made landing page (only name, description, price and rating are available then).

Type:boolean | null

launchedAt

Optional

Launch date. Gumroad does not publish product dates, so this is null (kept for compatibility with the category snapshots). Never observed with a value in the samples, so no type is asserted.

updatedAt

Optional

Last update date. Not published by Gumroad or Whop: null. Never observed with a value in the samples, so no type is asserted.

foundVia

Optional

How the row was found: {query, taxonomy, tag, sort, position} for search results, {seller} for a seller catalog, {whopCategory} / {whopCompany} on Whop; null for links you pasted.

Type:object | null

searchTotal

Optional

Total results the marketplace reported for that search (only the first 10,000 are reachable per search).

Type:number | null

detailsFetched

Optional

True when the product page was read (full fields); false when only the search card was used (includeDetails off, or the page failed).

Type:boolean | null

cachedAt

Optional

Null when read live during this run; otherwise when an earlier run read it (within maxCacheAgeHours). Same price either way.

Type:string | null

scrapedAt

Optional

When this row was extracted (ISO 8601).

Type:string | null

username

Optional

Seller subdomain on Gumroad.

Type:string | null

avatarUrl

Optional

Seller avatar URL.

Type:string | null

verified

Optional

True when the seller is verified.

Type:boolean | null

bio

Optional

Seller bio (contact details removed). 83% of sellers.

Type:string | null

twitterHandle

Optional

Seller X/Twitter handle (public). 23% of sellers. Never observed with a value in the samples, so no type is asserted.

productsCount

Optional

Number of rated products (Gumroad reputation). 73% of sellers.

Type:number | null

productsListed

Optional

Products listed in the seller's storefront sections (all pages read).

Type:number | null

productsListedTotal

Optional

Total products the storefront sections declare.

Type:number | null

medianPriceUsd

Optional

Median list price in USD.

Type:number | null

minPriceUsd

Optional

Lowest list price in USD.

Type:number | null

maxPriceUsd

Optional

Highest list price in USD.

Type:number | null

freeProductsShare

Optional

Share of free products (0–1).

Type:number | null

payWhatYouWantShare

Optional

Share of pay-what-you-want products (0–1).

Type:number | null

subscriptionShare

Optional

Share of recurring products (0–1).

Type:number | null

productTypes

Optional

Count of products per product type.

Type:object | null

totalProductRatings

Optional

Sum of ratings over the listed products.

Type:number | null

publicSalesTotal

Optional

Sum of public sales counts over the checked products (null when the seller hides all of them). onlyWithPublicSales/minSales filter sellers on this value.

Type:number | null

productsWithPublicSales

Optional

How many of the checked products show a sales count.

Type:number | null

productsCheckedForSales

Optional

How many product pages were read to sum public sales (the seller's most-rated products, up to sellerSalesCheckLimit).

Type:number | null

topProducts

Optional

Top products: [{productId, name, url, priceUsd, ratingsCount, ratingAverage, …}].

Type:array | null

sections

Optional

Storefront section titles (seller rows; contact details removed).

Type:array | null

postsCount

Optional

Number of public posts on the storefront.

Type:number | null

lastPostAt

Optional

Date of the latest public post (activity signal).

Type:string | null

createdAt

Optional

Review date (review rows); company creation date when known.

Type:string | null

socialLinks

Optional

Public social links of the seller: [{network, url}] (X and YouTube from the creator profile). Never observed with a value in the samples, so no type is asserted.

reviewId

Optional

Review id. The deduplication key of review rows.

Type:string | null

productName

Optional

Name of the reviewed product.

Type:string | null

productUrl

Optional

URL of the reviewed product.

Type:string | null

rating

Optional

Stars given, 1–5.

Type:number | null

text

Optional

Review text (contact details removed).

Type:string | null

reviewerName

Optional

Public name of the reviewer, or null when anonymous (contact details removed; no avatar).

Type:string | null

reviewerIsAnonymous

Optional

True when the reviewer is anonymous.

Type:boolean | null

isRecent

Optional

True when Gumroad marks the review as new.

Type:boolean | null

sellerResponse

Optional

Seller reply to the review. 6.5% of reviews.

Type:string | null

sellerResponseAt

Optional

When the seller replied.

Type:string | null

hasVideo

Optional

True when the review includes a video.

Type:boolean | null

productRatingAverage

Optional

Average rating of the reviewed product.

Type:number | null

productRatingsCount

Optional

Ratings of the reviewed product.

Type:number | null

categoryKind

Optional

What the snapshot aggregates: taxonomy (Gumroad category), query (search term), tag, or whop-category.

Type:string | null

categoryUrl

Optional

Public URL of the category, when it has one.

Type:string | null

competitorsInSource

Optional

Products the marketplace reports for this category/search (Gumroad search total; Whop category total). The size of the competition.

Type:number | null

sampleSort

Optional

Order used to take the sample (most_reviewed by default; whop-popular on Whop).

Type:string | null

itemsCount

Optional

Products in the sample (snapshotSampleSize, after your filters).

Type:number | null

populationCount

Optional

Size of the category used for the openness component: the real Gumroad search total (formula v1.1; a round 5,000 is a lower bound, as measured in design/fonts). It equals the sample size on Whop (its category count stops at 100 companies) and when your filters narrow the sample (the search total would count products that do not pass them).

Type:number | null

opennessBasis

Optional

category when openness uses the real category size (populationCount), sample when it falls back to the products in the sample (Whop, or filters applied by the actor).

Type:string | null

ratedCount

Optional

Products in the sample with at least one rating.

Type:number | null

medianRating

Optional

Median rating of the rated products.

Type:number | null

lowRatedShare

Optional

Share of rated products below 4 stars (dissatisfaction).

Type:number | null

totalReviews

Optional

Sum of ratings in the sample.

Type:number | null

medianReviews

Optional

Median number of ratings per product.

Type:number | null

totalDemand

Optional

Sum of the demand signal (see demandSignal).

Type:number | null

medianDemand

Optional

Median demand signal per product, over the products that have one (formula v1.2: products without a signal no longer count as 0).

Type:number | null

demandKnownCount

Optional

Products in the sample with a demand signal (public sales, ratings or Whop members); the base of medianDemand (v1.2).

Type:number | null

demandSignal

Optional

Which usage signal feeds the demand component.

Type:string | null

p25PriceUsd

Optional

25th percentile price in USD.

Type:number | null

p75PriceUsd

Optional

75th percentile price in USD.

Type:number | null

freeShare

Optional

Share of products priced 0 in the sample (here "$0+" pay-what-you-want products count as free, unlike isFree in product rows).

Type:number | null

verifiedSellerShare

Optional

Share of products from verified sellers.

Type:number | null

distinctSellers

Optional

Distinct sellers in the sample.

Type:number | null

topSellerShare

Optional

Share of the sample held by the largest seller (concentration).

Type:number | null

salesPublicShare

Optional

Share of read product pages that show a sales count (only with snapshotWithSales).

Type:number | null

staleShare

Optional

Share of products not updated in 2+ years (null: the marketplaces do not publish update dates). Never observed with a value in the samples, so no type is asserted.

launchedLast12m

Optional

Products launched in the last 12 months (null: launch dates are not published). Never observed with a value in the samples, so no type is asserted.

opportunityScore

Optional

Opportunity score 0–100 (published formula v1.3, see opportunityFormula and the README): 40% demand + 25% dissatisfaction + 20% staleness + 15% openness, openness computed on the real category size. Gumroad and Whop publish no update dates, so staleness is not measurable and the score is renormalized over the other three weights (it can reach 100). Deterministic: same sample and category size → same score.

Type:number | null

opportunityComponents

Optional

The four components (0–1) behind opportunityScore: {demand, dissatisfaction, staleness, openness}; staleness is null when not measurable.

Type:object | null

stalenessMeasured

Optional

False when no product in the sample has an update date (always on Gumroad and Whop): staleness is null and its 20% weight is spread over the other components (v1.3).

Type:boolean | null

opportunityFormula

Optional

Version and weights of the opportunityScore formula.

Type:string | null

demandLogCap

Optional

log10 cap of the demand component: total demand of 10^6 or more scores 1.

Type:number | null

topTags

Optional

Most frequent tags in the category with their counts (Gumroad facets).

Type:array | null

topFileTypes

Optional

Most frequent file types with counts (Gumroad facets).

Type:array | null

error

Optional

Error code: invalid-input, product-not-found, seller-not-found, seller-custom-page, no-reviews, no-results, source-unavailable, schema-changed or internal-error.

Type:string | null

message

Optional

What happened and what to do, in plain English. Ends with "This row is not charged."

Type:string | null

input

Optional

The input value the error refers to.

Type:string | null

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