# Temu Scraper (`gio21/temu-scraper`) Actor Scrape Temu products by search keyword. Title, price, rating, reviews, image, shipping info. Pay per product. - **URL**: https://apify.com/gio21/temu-scraper.md - **Developed by:** [Gio](https://apify.com/gio21) (community) - **Categories:** E-commerce - **Stats:** 37 total users, 13 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: 5.00 out of 5 stars ## Pricing $3.00 / 1,000 product scrapeds 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 ## Temu Products Database (95K Products) Search and filter **95,189 Temu US marketplace products** with rich filtering: keyword, category, price range, sales volume, rating, reviews. Sort by best-sellers, cheapest, highest rated. > ⚠️ **This is a curated snapshot database, NOT real-time scraping.** Use it for market research, pricing analysis, product discovery, category mining, and competitor intel. For real-time price monitoring of a specific product, use a different tool. ### Why this database - Temu's anti-bot makes real-time scraping unreliable for most use cases - 95K products gives statistically meaningful market data across 21 categories - Snapshot includes sales volume, ratings, review counts — actual best-seller signals - Pure data lookup, no proxies — fast, deterministic, no upstream blocks ### What's inside - **95,189 products** across **21 categories** (Beauty, Home & Kitchen, Electronics, Toys, etc.) - **189 sub-categories** - Price range: $0.13 - $565.98 (avg $6.62) - Sales: 1 - 39,011 units (best-sellers identified via salesVolume) - Rating: 1.0 - 5.0 stars ### Input | Field | Type | Description | |-------|------|-------------| | `keyword` | String | Substring match in title (case-insensitive). Example: `led lights`, `wireless earbuds`. | | `l1Category` | String | Level 1 category exact match. See full list below. | | `l2Category` | String | Level 2 sub-category exact match. | | `priceMin` | Number | Minimum USD price. | | `priceMax` | Number | Maximum USD price. | | `minSoldCount` | Number | Only return products with this many sales or more. Try `1000` for best-sellers. | | `minRating` | Number | Min rating (0-5). | | `minReviews` | Number | Min review count. | | `sortBy` | Select | `sales_desc` (default), `sales_asc`, `price_asc`, `price_desc`, `rating_desc`, `reviews_desc`. | | `maxResults` | Integer | Cap on returned rows. Default 100, max 10000. | ### Output ```json { "title": "1pc 30 LED Bubble Ball Lights Solar String Lights Outdoor Waterproof Lights", "goodsId": "6017592186061056", "l1Category": "Patio, Lawn & Garden", "l2Category": "Outdoor Supplies & Patio Furniture", "price": 6.55, "salesVolume": 5560, "salesText": "5,560 sold", "rating": 4.7, "reviewCount": 200, "url": "https://www.temu.com/--g-6017592186061056.html" } ```` ### L1 Categories (full list) Automotive, Bags & Luggages, Beauty & Health, Electronics & Appliances, Health & Household, Home & Kitchen, Industrial & Commercial, Jewelry & Accessories, Kid Baby & Maternity, Men's Clothing, Musical Instruments, Office & School, Patio Lawn & Garden, Pet Supplies, Shoes, Sports & Outdoors, Tools & Home Improvement, Toys & Games, Underwear & Sleepwear, Women's Clothing. ### Use cases - **Pricing intelligence**: Find Temu's typical price for a category - **Product discovery**: Identify best-selling products to source/sell - **Market sizing**: Distribution of sales volumes across categories - **Competitor research**: What's selling well at what price - **Dropshipping research**: Best-selling low-cost items with high ratings ### Limitations - **Snapshot data — not real-time.** Prices/availability may have changed since snapshot. - No product images URLs (use goods\_id + Temu URL pattern to fetch product page). - No seller info, no variants, no descriptions (only titles, prices, sales, ratings). - US marketplace only. ### Pricing Pay per record returned. Use filters to narrow results and control cost. ### Free Apify users Get 5 mock sample records to see the data shape. Upgrade to a paid Apify plan to query the full 95K database. If this actor helped you, please leave a review on the Apify Store. # Actor input Schema ## `keyword` (type: `string`): Substring match in product title (case-insensitive). Example: 'led lights', 'wireless earbuds', 'phone case'. ## `l1Category` (type: `string`): Exact match. Choices: Automotive, Bags & Luggages, Beauty & Health, Electronics & Appliances, Health & Household, Home & Kitchen, Industrial & Commercial, Jewelry & Accessories, Kid Baby & Maternity, Men's Clothing, Musical Instruments, Office & School, Patio Lawn & Garden, Pet Supplies, Shoes, Sports & Outdoors, Tools & Home Improvement, Toys & Games, Underwear & Sleepwear, Women's Clothing. ## `l2Category` (type: `string`): Exact match within L1 category. Examples: 'Outdoor Supplies & Patio Furniture', 'Wireless Audio', 'Cookware'. ## `priceMin` (type: `integer`): Minimum product price in USD. Leave empty for no minimum. ## `priceMax` (type: `integer`): Maximum product price in USD. Leave empty for no maximum. ## `minSoldCount` (type: `integer`): Only return products with this many sales or more. Useful for finding best-sellers (try 1000+). ## `minRating` (type: `integer`): Min product rating (1-5). ## `minReviews` (type: `integer`): Only return products with at least this many reviews. ## `sortBy` (type: `string`): How to sort matching products before returning top N. ## `maxResults` (type: `integer`): Cap on number of results returned. Default 100, max 10000. ## Actor input object example ```json { "keyword": "led lights", "sortBy": "sales_desc", "maxResults": 100 } ``` # Actor output Schema ## `results` (type: `string`): All scraped items. # 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 = { "keyword": "led lights" }; // Run the Actor and wait for it to finish const run = await client.actor("gio21/temu-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 = { "keyword": "led lights" } # Run the Actor and wait for it to finish run = client.actor("gio21/temu-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 '{ "keyword": "led lights" }' | apify call gio21/temu-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=gio21/temu-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Temu Scraper", "description": "Scrape Temu products by search keyword. Title, price, rating, reviews, image, shipping info. Pay per product.", "version": "0.0", "x-build-id": "TZYWwmUpkFhKGxbk8" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/gio21~temu-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-gio21-temu-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/gio21~temu-scraper/runs": { "post": { "operationId": "runs-sync-gio21-temu-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/gio21~temu-scraper/run-sync": { "post": { "operationId": "run-sync-gio21-temu-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "keyword": { "title": "Keyword search", "type": "string", "description": "Substring match in product title (case-insensitive). Example: 'led lights', 'wireless earbuds', 'phone case'." }, "l1Category": { "title": "Level 1 category", "type": "string", "description": "Exact match. Choices: Automotive, Bags & Luggages, Beauty & Health, Electronics & Appliances, Health & Household, Home & Kitchen, Industrial & Commercial, Jewelry & Accessories, Kid Baby & Maternity, Men's Clothing, Musical Instruments, Office & School, Patio Lawn & Garden, Pet Supplies, Shoes, Sports & Outdoors, Tools & Home Improvement, Toys & Games, Underwear & Sleepwear, Women's Clothing." }, "l2Category": { "title": "Level 2 sub-category", "type": "string", "description": "Exact match within L1 category. Examples: 'Outdoor Supplies & Patio Furniture', 'Wireless Audio', 'Cookware'." }, "priceMin": { "title": "Min price (USD)", "minimum": 0, "type": "integer", "description": "Minimum product price in USD. Leave empty for no minimum." }, "priceMax": { "title": "Max price (USD)", "minimum": 0, "type": "integer", "description": "Maximum product price in USD. Leave empty for no maximum." }, "minSoldCount": { "title": "Min sales volume", "minimum": 0, "type": "integer", "description": "Only return products with this many sales or more. Useful for finding best-sellers (try 1000+)." }, "minRating": { "title": "Min rating", "minimum": 0, "maximum": 5, "type": "integer", "description": "Min product rating (1-5)." }, "minReviews": { "title": "Min review count", "minimum": 0, "type": "integer", "description": "Only return products with at least this many reviews." }, "sortBy": { "title": "Sort by", "enum": [ "sales_desc", "sales_asc", "price_asc", "price_desc", "rating_desc", "reviews_desc" ], "type": "string", "description": "How to sort matching products before returning top N.", "default": "sales_desc" }, "maxResults": { "title": "Max results", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Cap on number of results returned. Default 100, max 10000.", "default": 100 } } }, "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 } } } } } } } } } } ```