# Carousell Products Scraper (`devcake/carousell-scraper`) Actor Extract Carousell product listings, prices, and seller data from Singapore, Philippines, Hong Kong, Taiwan, Malaysia, and Indonesia. Perfect for market research and product sourcing. - **URL**: https://apify.com/devcake/carousell-scraper.md - **Developed by:** [devcake](https://apify.com/devcake) (community) - **Categories:** E-commerce - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 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 ## 🛒 Carousell Product Scraper Extract listings, prices, and seller details from all Carousell marketplaces. The fastest way to gather product data from Singapore, Philippines, Hong Kong, Taiwan, Malaysia, and Indonesia. ### 📦 What It Does This powerful scraper collects product listings from Carousell across multiple Asia-Pacific regions. Simply enter a search term, select your target marketplace, and get comprehensive product data including prices, photos, seller information, and more. Whether you need data from one region or all six marketplaces, the scraper delivers clean, structured results every time. ### 👥 Who It's For - **Resellers and Dropshippers** - Source products from multiple markets and build comprehensive inventory catalogs - **E-commerce Businesses** - Analyze competition, track pricing trends, and monitor product availability across regions - **Market Researchers** - Collect marketplace data for trend analysis and consumer insights - **Business Analysts** - Build datasets for pricing intelligence and market opportunity assessment ### 💰 Data You Get | Field | Description | |-------|-------------| | id | Unique listing identifier | | title | Product title | | price | Price value | | currency | Currency code | | condition | Item condition (Brand new, Like new, Lightly used, etc.) | | description | Full product description | | location | Seller location | | category | Product category | | postedAt | When the listing was created | | thumbnail | Product photo | | sellerId | Unique seller ID | | sellerName | Seller name | | sellerPhoto | Seller profile photo | | sellerVerified | Verification status | | status | Listing status | | marketplace | Regional marketplace | | url | Direct link to listing | | scrapedAt | When data was collected | ### 🏷️ Use Cases #### Find Products to Resell Search any category across multiple Carousell markets and get complete product details to evaluate resale opportunities. Compare prices between regions to identify profitable deals. #### Monitor Pricing Trends Track how product prices change over time across different marketplaces. Build datasets for price analysis and identify the best markets for specific product types. #### Research Seller Reliability Get detailed seller information including verification status, product descriptions, and listing details to assess seller credibility before purchasing. #### Analyze Market Opportunities Combine data from multiple marketplaces to understand product availability, pricing patterns, and market demand across Asia-Pacific. ### 🚀 Quick Start 1. **Enter a search term** - Type what products you want to find 2. **Choose your marketplace** - Select from Singapore, Philippines, Hong Kong, Taiwan, Malaysia, or Indonesia 3. **Set how many results** - Choose from 20 to 1000 listings 4. **Run and download** - Get your data as clean JSON ready for analysis ### ⚙️ Input Parameters | Parameter | Type | Required | Description | |-----------|------|----------|-------------| | domain | string | Yes | Target marketplace (Singapore, Philippines, Hong Kong, Taiwan, Malaysia, Indonesia) | | query | string | Yes | What you want to search for | | maxItems | integer | No | How many results to get (20 to 1000) | ### 🏪 Marketplace Regions You can scrape from all six Carousell marketplaces: | Region | Marketplace | Currency | |--------|-------------|----------| | Singapore | carousell.sg | S$ | | Philippines | carousell.ph | PHP | | Hong Kong | carousell.com.hk | HK$ | | Taiwan | tw.carousell.com | NT$ | | Malaysia | carousell.com.my | RM | | Indonesia | id.carousell.com | Rp | ### 📊 Example #### Input ```json { "domain": "sg", "query": "iphone 15", "maxItems": 20 } ```` #### Output ```json { "id": "1234567890", "title": "iPhone 15 Pro Max 256GB Natural Titanium", "price": 1450, "currency": "SGD", "condition": "Like new", "description": "Lightly used iPhone 15 Pro Max...", "location": "Tampines, Singapore", "category": "Mobile Phones", "postedAt": "2024-01-15T10:30:00Z", "thumbnail": "https://media.karousell.com/media/photos/progressive/...", "sellerId": "987654", "sellerName": "techseller_sg", "sellerPhoto": "https://media.karousell.com/media/photos/profiles/...", "sellerVerified": true, "status": "L", "marketplace": "Singapore", "url": "https://www.carousell.sg/p/iphone-15-pro-max-1234567890", "scrapedAt": "2024-01-20T14:22:00Z" } ``` # Actor input Schema ## `domain` (type: `string`): Select the Carousell marketplace region. Proxy country must match the domain. ## `queries` (type: `array`): Enter search terms or Carousell URLs (search pages, category pages). Results are sorted by newest first. maxItems applies per query. ## `maxItems` (type: `integer`): Maximum number of listings to extract. Minimum is 20. ## `proxyConfiguration` (type: `object`): Residential proxy matching domain country required for Cloudflare bypass. ## Actor input object example ```json { "domain": "sg", "queries": [ "bicycle" ], "maxItems": 20, "proxyConfiguration": { "useApifyProxy": true } } ``` # Actor output Schema ## `results` (type: `string`): Product listings with title, price, condition, location, and status # 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 = { "proxyConfiguration": { "useApifyProxy": true } }; // Run the Actor and wait for it to finish const run = await client.actor("devcake/carousell-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 = { "proxyConfiguration": { "useApifyProxy": True } } # Run the Actor and wait for it to finish run = client.actor("devcake/carousell-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 '{ "proxyConfiguration": { "useApifyProxy": true } }' | apify call devcake/carousell-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=devcake/carousell-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Carousell Products Scraper", "description": "Extract Carousell product listings, prices, and seller data from Singapore, Philippines, Hong Kong, Taiwan, Malaysia, and Indonesia. Perfect for market research and product sourcing.", "version": "1.0", "x-build-id": "Z9sRxkj8SMMbYaygp" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/devcake~carousell-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-devcake-carousell-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/devcake~carousell-scraper/runs": { "post": { "operationId": "runs-sync-devcake-carousell-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/devcake~carousell-scraper/run-sync": { "post": { "operationId": "run-sync-devcake-carousell-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": [ "queries" ], "properties": { "domain": { "title": "Domain", "enum": [ "sg", "ph", "hk", "tw", "my", "id" ], "type": "string", "description": "Select the Carousell marketplace region. Proxy country must match the domain.", "default": "sg" }, "queries": { "title": "Search Queries or URLs", "type": "array", "description": "Enter search terms or Carousell URLs (search pages, category pages). Results are sorted by newest first. maxItems applies per query.", "default": [ "bicycle" ], "items": { "type": "string" } }, "maxItems": { "title": "Max Items", "minimum": 20, "maximum": 1000, "type": "integer", "description": "Maximum number of listings to extract. Minimum is 20.", "default": 20 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Residential proxy matching domain country required for Cloudflare bypass." } } }, "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 } } } } } } } } } } ```