# Depop Real Time Data Scraper (`b2b_leads/depop-real-time-data`) Actor Scrape live Depop data: search results, full listings, seller shops, profiles, trending items, or any URL. Get rich fields including prices, brands, sizes, sold history, shipping details, and seller signals. - **URL**: https://apify.com/b2b\_leads/depop-real-time-data.md - **Developed by:** [Chidubem Aneke](https://apify.com/b2b_leads) (community) - **Categories:** E-commerce, Automation, SEO tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.50 / 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 ## Depop Real-Time Data — Live Depop Listings Scraper **Current Status:** All phases complete (1-7). Core, all 6 features (Search, Details, Seller Listings, Seller Profile, ScrapeByUrl, Trending), full E2E testing, schemas, and production build/entrypoint ready. Intelligent parsing only (slug-based titles, regex/Cheerio layers, scrolling for dynamic pages, fallbacks). No LLM. Ready for Apify deployment. **Real-time fashion resale data from Depop.** This Actor delivers **live listing search, product details, seller shops, trending, and more** as clean JSON — with **built-in CAPTCHA handling** and **residential proxy** support. Turn on only the features you need, pick your region, click **Start**, and export or pipe results to Sheets, Zapier, or your systems. --- ### Why teams choose this Actor - **Real-time resale data** — prices, brands, sizes, conditions, likes, and seller signals scraped fresh - **Multiple tools in one** — search, details, seller shops, profiles, trending, URL scraper - **Checkbox UX** — enable only what you need; Listing Search is on by default - **Proxy + CAPTCHA ready** — handles bot challenges automatically - **Structured JSON** — every row tagged with `featureType` - **Apify-native** — schedules, webhooks, API, CSV export out of the box --- ### Who is this for? | You are… | You get… | |---------------------------|----------| | **Reseller or flipper** | Competitor prices, trending items, brand opportunities | | **Market researcher** | Category trends, pricing analysis, seller benchmarking | | **Vintage / brand hunter**| Live alerts on specific sizes, brands, or deals | | **Agency or consultant** | Client-ready resale market datasets | | **Developer** | Clean JSON via Apify API for custom tools | --- ### What you get every run Structured records with: | Field | Meaning | |-------|---------| | `featureType` | Which feature produced the row (`listing_search`, `listing_details`, etc.) | | `country` | Region (US, UK, AU, …) | | `url` | Source Depop page | | `scrapedAt` | ISO timestamp | | **Plus** | listing id/slug, title, price, brand, size, condition, images, seller, likes, and more | Filter datasets by `featureType`. --- ### Features #### 🔍 Listing Search *(on by default)* Search Depop by keyword, brand, size, condition, price, etc. Returns listings with position, price, images, seller, likes. #### 📦 Listing Details Full data for specific listings: description, full photo gallery, measurements, shipping, seller context. #### 👤 Seller Listings (Shop) All (or limited) active listings from a seller's shop. #### 👤 Seller Profile Profile info: bio, stats, join date, location. #### 🔗 Scrape By URL Paste any Depop URL (search, product, shop, category). Auto page-type detection. #### 📈 Trending / Category Trending or category browse pages for popular or niche listings. --- ### How to run 1. Click **Start**. 2. Choose **country/region**. 3. Check the features you need. 4. Provide keywords, usernames, URLs, etc. 5. Use **Residential proxy** (recommended). 6. Run and export or connect webhooks. **Pro tip:** Schedule runs for price monitoring or trend tracking. --- ### Example input (API / console) **Listing Search only** ```json { "country": "US", "enableListingSearch": true, "searchKeywords": ["vintage levis", "nike dunk"], "searchMaxResults": 30, "searchSort": "newest" } ```` **Seller Shop + Details** ```json { "country": "US", "enableListingSearch": false, "enableSellerListings": true, "sellerUsernames": ["coolvintage"], "sellerMaxListings": 50, "enableListingDetails": true, "listingUrls": ["https://www.depop.com/products/abc123"] } ``` See full schema in the input editor for all options and filters. *** ### Proxy & CAPTCHA - **Cloud:** Apify Residential (US/UK recommended). - **Local:** DataImpulse (configured via `.env` — see `.env.example` with your provided credentials). - CAPTCHA (image + token challenges) handled automatically when `TWOCAPTCHA_API_KEY` is set in Actor environment variables or `.env`. *** ### Integrations Full Apify support: webhooks, API, Google Sheets, Make, Zapier, CSV/JSON export, schedules. *** ### FAQ **Do I need code?** No — configure and run. **Which proxy?** Residential matching the target region. **Multiple features?** Yes — results are tagged by `featureType`. **What about blocks?** Use residential proxies + the built-in rotation and CAPTCHA solver. **How many results?** Set sensible limits per feature. Depop pages are paginated. *** **Live Depop resale data. Structured. Zero maintenance.** Start now and get fresh marketplace intelligence. # Actor input Schema ## `country` (type: `string`): Depop region. Drives headers and proxy recommendation. ## `enableListingSearch` (type: `boolean`): Search Depop listings by keyword and filters. ## `searchKeywords` (type: `array`): Keywords, brands, or terms (e.g. "vintage levis", "nike dunk"). ## `searchMaxResults` (type: `integer`): Maximum listings per keyword (1-200). ## `searchSort` (type: `string`): How to sort search results. ## `searchBrand` (type: `string`): Filter by brand name. ## `searchSize` (type: `string`): e.g. M, L, 8, 10 ## `searchCondition` (type: `string`): Filter by item condition. ## `enableListingDetails` (type: `boolean`): Fetch full details for specific listings. ## `listingSlugs` (type: `array`): Listing identifiers or slugs. ## `listingUrls` (type: `array`): Full Depop listing page URLs. ## `enableSellerListings` (type: `boolean`): Get listings from a seller's shop. ## `sellerUsernames` (type: `array`): Depop usernames (without @). ## `sellerMaxListings` (type: `integer`): Maximum number of listings to fetch per seller (1-100). ## `enableSellerProfile` (type: `boolean`): Fetch seller profile information. ## `enableScrapeByUrl` (type: `boolean`): Scrape any Depop URL with auto-detection. ## `scrapeUrls` (type: `array`): Any Depop search, product, or shop URL. ## `enableTrending` (type: `boolean`): Scrape trending or category pages. ## `trendingCategory` (type: `string`): e.g. womens, footwear, streetwear ## `trendingMaxItems` (type: `integer`): Maximum number of trending items to fetch (1-100). ## `enrichResults` (type: `boolean`): For Search, Seller Listings, and Trending: fetch full page details for the top results to get richer data (descriptions, measurements, shipping, sold history, etc.). Increases requests. ## `enrichMaxItems` (type: `integer`): How many top results to fetch full details for (when enrichment enabled). ## `extractSellerContacts` (type: `boolean`): For Seller Profile: attempt to find emails, phones, and contact methods from bios/descriptions. ## `includeSoldHistory` (type: `boolean`): Extract sold counts, last sold dates, and related signals where available. ## `includeShippingDetails` (type: `boolean`): Expand shipping with handling time, free shipping thresholds, international, returns, etc. ## `proxyConfiguration` (type: `object`): Use Apify Proxy with Residential for best results on Depop. ## Actor input object example ```json { "country": "US", "enableListingSearch": true, "searchKeywords": [ "vintage jeans" ], "searchMaxResults": 20, "searchSort": "relevance", "searchBrand": "", "searchSize": "", "searchCondition": "", "enableListingDetails": false, "listingSlugs": [], "listingUrls": [], "enableSellerListings": false, "sellerUsernames": [], "sellerMaxListings": 30, "enableSellerProfile": false, "enableScrapeByUrl": false, "scrapeUrls": [], "enableTrending": false, "trendingCategory": "", "trendingMaxItems": 30, "enrichResults": false, "enrichMaxItems": 5, "extractSellerContacts": true, "includeSoldHistory": true, "includeShippingDetails": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } } ``` # Actor output Schema ## `allResults` (type: `string`): Full dataset. ## `overview` (type: `string`): No description ## `search` (type: `string`): No description ## `details` (type: `string`): No description ## `seller_listings` (type: `string`): No description ## `trending` (type: `string`): No description # 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 = { "searchKeywords": [ "vintage jeans" ] }; // Run the Actor and wait for it to finish const run = await client.actor("b2b_leads/depop-real-time-data").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 = { "searchKeywords": ["vintage jeans"] } # Run the Actor and wait for it to finish run = client.actor("b2b_leads/depop-real-time-data").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 '{ "searchKeywords": [ "vintage jeans" ] }' | apify call b2b_leads/depop-real-time-data --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=b2b_leads/depop-real-time-data", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Depop Real Time Data Scraper", "description": "Scrape live Depop data: search results, full listings, seller shops, profiles, trending items, or any URL. Get rich fields including prices, brands, sizes, sold history, shipping details, and seller signals.", "version": "0.0", "x-build-id": "h1h2fUZKLIUHVhWl3" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/b2b_leads~depop-real-time-data/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-b2b_leads-depop-real-time-data", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/b2b_leads~depop-real-time-data/runs": { "post": { "operationId": "runs-sync-b2b_leads-depop-real-time-data", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/b2b_leads~depop-real-time-data/run-sync": { "post": { "operationId": "run-sync-b2b_leads-depop-real-time-data", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "country": { "title": "Region / Country", "enum": [ "US", "UK", "AU" ], "type": "string", "description": "Depop region. Drives headers and proxy recommendation.", "default": "US" }, "enableListingSearch": { "title": "Listing Search", "type": "boolean", "description": "Search Depop listings by keyword and filters.", "default": true }, "searchKeywords": { "title": "Search keywords", "type": "array", "description": "Keywords, brands, or terms (e.g. \"vintage levis\", \"nike dunk\").", "default": [ "vintage jeans" ], "items": { "type": "string" } }, "searchMaxResults": { "title": "Max results per keyword", "minimum": 1, "maximum": 200, "type": "integer", "description": "Maximum listings per keyword (1-200).", "default": 20 }, "searchSort": { "title": "Sort order", "enum": [ "relevance", "newest", "price-low", "price-high" ], "type": "string", "description": "How to sort search results.", "default": "relevance" }, "searchBrand": { "title": "Brand filter (optional)", "type": "string", "description": "Filter by brand name.", "default": "" }, "searchSize": { "title": "Size filter (optional)", "type": "string", "description": "e.g. M, L, 8, 10", "default": "" }, "searchCondition": { "title": "Condition filter", "enum": [ "", "new", "used", "good" ], "type": "string", "description": "Filter by item condition.", "default": "" }, "enableListingDetails": { "title": "Listing Details", "type": "boolean", "description": "Fetch full details for specific listings.", "default": false }, "listingSlugs": { "title": "Listing slugs / IDs", "type": "array", "description": "Listing identifiers or slugs.", "default": [], "items": { "type": "string" } }, "listingUrls": { "title": "Listing URLs", "type": "array", "description": "Full Depop listing page URLs.", "default": [], "items": { "type": "string" } }, "enableSellerListings": { "title": "Seller Listings (Shop)", "type": "boolean", "description": "Get listings from a seller's shop.", "default": false }, "sellerUsernames": { "title": "Seller usernames", "type": "array", "description": "Depop usernames (without @).", "default": [], "items": { "type": "string" } }, "sellerMaxListings": { "title": "Max listings per seller", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum number of listings to fetch per seller (1-100).", "default": 30 }, "enableSellerProfile": { "title": "Seller Profile", "type": "boolean", "description": "Fetch seller profile information.", "default": false }, "enableScrapeByUrl": { "title": "Scrape By URL", "type": "boolean", "description": "Scrape any Depop URL with auto-detection.", "default": false }, "scrapeUrls": { "title": "Depop URLs", "type": "array", "description": "Any Depop search, product, or shop URL.", "default": [], "items": { "type": "string" } }, "enableTrending": { "title": "Trending / Category", "type": "boolean", "description": "Scrape trending or category pages.", "default": false }, "trendingCategory": { "title": "Category or trend slug", "type": "string", "description": "e.g. womens, footwear, streetwear", "default": "" }, "trendingMaxItems": { "title": "Max items", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum number of trending items to fetch (1-100).", "default": 30 }, "enrichResults": { "title": "Enrich results with full details", "type": "boolean", "description": "For Search, Seller Listings, and Trending: fetch full page details for the top results to get richer data (descriptions, measurements, shipping, sold history, etc.). Increases requests.", "default": false }, "enrichMaxItems": { "title": "Max items to enrich", "minimum": 1, "maximum": 20, "type": "integer", "description": "How many top results to fetch full details for (when enrichment enabled).", "default": 5 }, "extractSellerContacts": { "title": "Extract seller contact signals", "type": "boolean", "description": "For Seller Profile: attempt to find emails, phones, and contact methods from bios/descriptions.", "default": true }, "includeSoldHistory": { "title": "Include sold history", "type": "boolean", "description": "Extract sold counts, last sold dates, and related signals where available.", "default": true }, "includeShippingDetails": { "title": "Include detailed shipping info", "type": "boolean", "description": "Expand shipping with handling time, free shipping thresholds, international, returns, etc.", "default": true }, "proxyConfiguration": { "title": "Proxy settings", "type": "object", "description": "Use Apify Proxy with Residential for best results on Depop.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } } } }, "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 } } } } } } } } } } ```