# Gumroad Creator Product Scraper (`lokki/gumroad-creator-scraper`) Actor Scrapes all products from a Gumroad creator's store with maximum data extraction including pricing, ratings, descriptions, variants, media, and seller info. - **URL**: https://apify.com/lokki/gumroad-creator-scraper.md - **Developed by:** [Ian Dikhtiar](https://apify.com/lokki) (community) - **Categories:** E-commerce, Automation - **Stats:** 1 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $5.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Gumroad Creator Product Scraper **Extract every product from any Gumroad creator's store — prices, ratings, descriptions, variants, media, and more.** [![Apify](https://img.shields.io/badge/Apify-Ready-00D084?logo=apify&style=flat-square)](https://console.apify.com/actors/k1FzQp9bsZXZhXgNH) [![Node.js](https://img.shields.io/badge/Node.js-20+-339933?logo=node.js&style=flat-square)](https://nodejs.org) --- ### What It Does Scrapes complete product catalogs from any public Gumroad creator store. Whether you're researching competitors, building a product directory, or powering a marketplace — this actor delivers every product with structured, buyer-ready data. #### Two scraping modes | Mode | Speed | Data Depth | Use When | |---|---|---|---| | **Fast** (default) | ~3s/store | Core fields only | Quick lookups, large batches | | **Deep** | ~30s/store | Full page scrape | Competitive analysis, rich data | #### Data you get per product | Field | Fast | Deep | |---|---|---| | Name, description, permalink | ✅ | ✅ | | Price (cents + display) | ✅ | ✅ | | Currency, type (digital/physical) | ✅ | ✅ | | Thumbnail + cover URL | ✅ | ✅ | | Pay-what-you-want flag | ✅ | ✅ | | Rating (average + count) | ✅ | ✅ | | Variants | ❌ | ✅ | | Tags | ❌ | ✅ | | Gallery images | ❌ | ✅ | | Sales count | ❌ | ✅ | | File details | ❌ | ✅ | | Creator info (name, avatar, username) | ✅ | ✅ | --- ### Quick Start #### Input ```json { "creatorUrl": "extycreate", "maxProducts": 0, "scrapeIndividualDetails": false, "includeCreatorInfo": true, "scrollWaitTime": 2000, "maxScrolls": 50 } ```` | Parameter | Type | Default | Description | |---|---|---|---| | `creatorUrl` | string | *required* | Creator username or full store URL | | `maxProducts` | integer | `0` | Max products to scrape (0 = all) | | `scrapeIndividualDetails` | boolean | `false` | Enable deep mode (slow, rich data) | | `includeCreatorInfo` | boolean | `true` | Include creator profile in output | | `scrollWaitTime` | integer | `2000` | Ms to wait between page scrolls | | `maxScrolls` | integer | `50` | Max scroll attempts before giving up | #### Output A dataset of product objects: ```json { "url": "https://extycreate.gumroad.com/l/architectbundle", "permalink": "architectbundle", "name": "Architect Bundle — 7x Notion Business Templates", "description": "A bundle of 7 Business Systems for Notion...", "price_cents": 24900, "price_display": "249.00", "currency": "USD", "is_pay_what_you_want": false, "type": "digital", "thumbnail_url": "https://public-files.gumroad.com/...", "cover_url": "https://public-files.gumroad.com/...", "rating_average": 5, "rating_count": 127, "has_file": true, "variants": ["Notion Template", "Figma Version"], "tags": ["notion", "business", "productivity"], "sales_count": 1847, "images": ["https://public-files.gumroad.com/..."], "creator_name": "extycreate", "creator_username": "extycreate", "creator_avatar_url": "https://public-files.gumroad.com/...", "_scraped_at": "2026-04-20T14:30:00.000Z", "_page_source": "bulk_api", "quality_score": 72, "quality_tier": "enriched", "quality_breakdown": { "name": 10, "description": 10, "description_long": 10, "thumbnail": 5, "images": 0, "image_gallery": 0, "price": 10, "pwyw": 0, "rating": 15, "sales_count": 0, "variants": 4, "tags": 3, "file_details": 3 } } ``` *** ### Quality Score Every product gets a `quality_score` (0–100) and `quality_tier` so you know the data richness at a glance: | Tier | Score | What it means | |---|---|---| | `bare` | 0–14 | URL only — almost nothing populated | | `minimal` | 15–39 | Name and maybe thumbnail | | `basic` | 40–64 | Name, price, description, thumbnail | | `enriched` | 65–84 | Above + ratings, longer descriptions | | `complete` | 85–100 | Full product page scraped — everything populated | The `quality_breakdown` object tells you exactly which fields contributed to the score. Fast mode typically scores 40–80 depending on the store. Deep mode can hit 85–100. *** ### Use Cases - **Market research** — Compare pricing, ratings, and product types across creators - **Product directories** — Build curated lists of digital products by category - **Competitor monitoring** — Track new products and price changes over time - **Affiliate aggregators** — Power a Gumroad product marketplace or deals site - **Lead generation** — Find high-rated creators with strong sales volume *** ### Technical Details - **Runtime**: Node.js 20, Playwright browser automation - **Speed**: ~3s for fast mode (50 products), ~30s for deep mode - **Anti-detection**: Real browser automation with stealth techniques - **Pagination**: Automatically handles "Load more" infinite scroll - **API fallback**: Uses Gumroad's bulk product API when available, falls back to individual page scraping when needed - **Output**: Apify dataset (JSON Lines), downloadable as CSV, JSON, or via API *** ### API Access ```bash ## Run via API curl -X POST https://api.apify.com/v2/acts/k1FzQp9bsZXZhXgNH/runs \ -H "Authorization: Bearer YOUR_API_TOKEN" \ -H "Content-Type: application/json" \ -d '{"creatorUrl": "extycreate", "scrapeIndividualDetails": false}' ``` *** ### Disclaimer This scraper is for legitimate research and personal use. Respect Gumroad's terms of service when using scraped data. Do not use scraped data to clone stores, spam creators, or violate any platform policies. # Actor input Schema ## `creatorUrl` (type: `string`): Gumroad creator username (e.g., 'extycreate') or full store URL (https://extycreate.gumroad.com). ## `maxProducts` (type: `integer`): Max products to collect. Set to 0 to scrape the entire store. ## `scrapeIndividualDetails` (type: `boolean`): ON = visit each product page for full data (variants, tags, images, sales count). OFF = fast bulk API mode. ## `includeCreatorInfo` (type: `boolean`): Include creator name, username, avatar, and bio in the output. ## `scrollWaitTime` (type: `integer`): Milliseconds to wait between page scrolls. Higher = more reliable, slower. ## `maxScrolls` (type: `integer`): Maximum scroll attempts when loading more products. ## Actor input object example ```json { "maxProducts": 0, "scrapeIndividualDetails": false, "includeCreatorInfo": true, "scrollWaitTime": 2000, "maxScrolls": 50 } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("lokki/gumroad-creator-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("lokki/gumroad-creator-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call lokki/gumroad-creator-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=lokki/gumroad-creator-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Gumroad Creator Product Scraper", "description": "Scrapes all products from a Gumroad creator's store with maximum data extraction including pricing, ratings, descriptions, variants, media, and seller info.", "version": "1.0", "x-build-id": "vnMg9c59SVZ5qYfHP" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/lokki~gumroad-creator-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-lokki-gumroad-creator-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/lokki~gumroad-creator-scraper/runs": { "post": { "operationId": "runs-sync-lokki-gumroad-creator-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/lokki~gumroad-creator-scraper/run-sync": { "post": { "operationId": "run-sync-lokki-gumroad-creator-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "creatorUrl" ], "properties": { "creatorUrl": { "title": "Creator Username or Store URL", "type": "string", "description": "Gumroad creator username (e.g., 'extycreate') or full store URL (https://extycreate.gumroad.com)." }, "maxProducts": { "title": "Max Products", "minimum": 0, "type": "integer", "description": "Max products to collect. Set to 0 to scrape the entire store.", "default": 0 }, "scrapeIndividualDetails": { "title": "Deep Scrape Mode", "type": "boolean", "description": "ON = visit each product page for full data (variants, tags, images, sales count). OFF = fast bulk API mode.", "default": false }, "includeCreatorInfo": { "title": "Include Creator Info", "type": "boolean", "description": "Include creator name, username, avatar, and bio in the output.", "default": true }, "scrollWaitTime": { "title": "Scroll Wait (ms)", "minimum": 500, "maximum": 10000, "type": "integer", "description": "Milliseconds to wait between page scrolls. Higher = more reliable, slower.", "default": 2000 }, "maxScrolls": { "title": "Max Scrolls", "minimum": 1, "maximum": 200, "type": "integer", "description": "Maximum scroll attempts when loading more products.", "default": 50 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```