# TikTok Shop Trending Products — Sold Count, SKU | $1.99/1K (`bovi/tiktok-shop-scraper`) Actor Find trending TikTok Shop products WITH sales data: sold count per product, price, rating, reviews, SKU variants, stock and shop info. Search by keyword, storefront or product URL. Pay per result. - **URL**: https://apify.com/bovi/tiktok-shop-scraper.md - **Developed by:** [Vitalii Bondarev](https://apify.com/bovi) (community) - **Categories:** E-commerce, Marketing - **Stats:** 4 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.93 / 1,000 shop products This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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 ## TikTok Shop Scraper Extract structured **e-commerce** data from [TikTok Shop](https://www.tiktok.com/shop) at scale. This **TikTok Shop Scraper** pulls clean product records from product pages, seller storefronts, and keyword search — title, current and original price, sold count, rating, reviews, shop, SKU variants, images, and stock status. It is built for sellers, affiliates, and market-research teams who need reliable TikTok Shop product data without a browser farm or a third-party proxy account. You **pay per product** — $4.00 per 1,000 results — and compute runs on your own Apify account. Unlike a generic TikTok video scraper, this actor is dedicated to the shopping surface: every row is a product or a shop, with prices and sales metrics, ready for spreadsheets, BI tools, or a price-monitoring pipeline. ### TikTok Shop product data — what you get Each product record includes: | Field | Description | |---|---| | `product_id`, `title`, `description` | Product identity and copy | | `price`, `original_price`, `currency`, `discount_pct` | Current vs. list price and the discount | | `price_min`, `price_max` | Variant price range — spot multi-tier listings at a glance | | `sold_count`, `rating`, `review_count` | Demand and social-proof signals (sales velocity) | | `shop_id`, `shop_name`, `seller_region` | Which storefront and which market (US/UK/SEA) | | `category`, `brand` | Classification | | `sku_variants` | Per-variant name, price, and stock | | `image_urls`, `video_urls` | Product gallery images and demo/review videos | | `shipping` | Shipping fee, origin region, and delivery estimate | | `stock_count`, `is_in_stock`, `product_url` | Numeric stock, availability flag, and canonical link | | `parse_confidence`, `warnings` | Per-row quality score so you catch silent drift | Shop mode adds a `shop` record with `shop_name`, `follower_count`, `product_count`, `rating`, and `region`, followed by each product listed on that storefront. ### Why this TikTok Shop Scraper beats the alternatives Most TikTok Shop actors on the market run a full browser farm (slow and expensive), pass ~$8/GB residential traffic to you, and break silently when TikTok re-skins its pages. This one is different on four concrete points: - **Per-row quality scoring.** Every record carries `parse_confidence` and `warnings`. No other TikTok Shop scraper tells you, per product, whether the parse was clean — so you catch silent structure drift the day it happens instead of weeks later when your dashboard is already full of nulls. - **Richer schema.** Variant price range (`price_min`/`price_max`), numeric `stock_count`, product `video_urls`, and `shipping` (fee/origin/delivery) — fields the cheaper incumbents drop. - **Self-healing transport.** Each request rotates to a fresh residential exit IP, and a soft block (login-wall page with no product JSON) triggers an automatic retry on a new IP rather than a failed row. - **Graceful degradation.** A probe-first stop-gate verifies connectivity before you are charged a cent, and keyword search degrades cleanly if TikTok rotates its request signing while product and shop modes keep running. ### How to scrape TikTok Shop Pick any combination of three input modes — the actor auto-detects which to run: 1. **Keyword search** — give a list of `keywords` (e.g. `phone case`, `skincare`) and the actor returns matching products, paginated up to `maxResults`. 2. **Product URLs / IDs** — paste TikTok Shop product (PDP) URLs like `https://www.tiktok.com/shop/pdp/` or bare IDs. This is the most reliable mode: it reads the product JSON embedded directly in the page, with no request signing. 3. **Shop / storefront URLs / IDs** — paste `https://www.tiktok.com/shop/store/` links to get the shop profile plus its product catalog. ### Resilient, low-maintenance e-commerce scraper TikTok blocks datacenter IPs and region-gates TikTok Shop, so this actor uses **Apify Residential Proxy** (configured through the standard proxy input — no external proxy key, ever) and follows the storefront region of your chosen `countryCode`. The parser targets stable business keys (`productId`, `salePrice`, `soldCount`), not fragile CSS classes, so it survives TikTok's frequent re-skins. A **probe-first stop-gate** verifies connectivity before charging you, and keyword search degrades gracefully if TikTok rotates its request signing, while product and shop modes keep running. ### Pricing **$4.00 per 1,000 products** (Pay Per Result). Shop profile rows are free; you are billed only for products. Residential proxy usage is billed to your own Apify account at standard rates. Start with a low `maxResults` for a cheap test run. ### Related actors Pair this with our other marketplace scrapers for cross-platform e-commerce intelligence. For TikTok video, profile, and comment data, use a dedicated TikTok video scraper instead — this actor is shopping-only. ### Integrations Built for e-commerce sellers and market-research teams benchmarking TikTok Shop products, pricing, and sales-velocity signals — the JSON/dataset output drops into the tools you already run, no glue code: - **n8n / Make / Zapier** — trigger a run or pipe every new dataset item into 500+ apps (Google Sheets, Airtable, Slack, HubSpot, your database) with no code: [n8n](https://docs.apify.com/platform/integrations/n8n), [Make](https://docs.apify.com/platform/integrations/make), [Zapier](https://docs.apify.com/platform/integrations/zapier). - **Webhooks** — fire your own endpoint the moment a run finishes, to push results straight into your pipeline ([docs](https://docs.apify.com/platform/integrations/webhooks)). - **MCP server** — expose this actor as a tool to Claude, Cursor, or any [MCP client](https://mcp.apify.com) so an AI agent can pull this data mid-conversation ([guide](https://blog.apify.com/how-to-use-mcp/)). - **API & SDKs** — fetch the dataset as JSON, CSV, or Excel through the Apify REST API or the Python / JS SDKs. See all [Apify integrations](https://apify.com/integrations). # Actor input Schema ## `keywords` (type: `array`): Product search terms (like typing into TikTok Shop search), e.g. 'phone case', 'skincare', 'led lights'. Each keyword returns up to maxResults products with title, price, sale/original price, rating, sold count, shop and images. Needs a RESIDENTIAL proxy (set the countryCode for the storefront region you want). ## `productUrls` (type: `array`): TikTok Shop product (PDP) URLs, e.g. https://www.tiktok.com/shop/pdp/1729382044556789012 . Most reliable mode — reads the product JSON embedded in the page, no signing required. ## `productIds` (type: `array`): Bare TikTok Shop product IDs (the number from a /shop/pdp/ URL). Use instead of, or alongside, Product URLs. ## `shopUrls` (type: `array`): TikTok Shop storefront URLs, e.g. https://www.tiktok.com/shop/store/ . Returns one shop record (name, followers, product count, rating, region) plus each product listed on the storefront. ## `shopIds` (type: `array`): Bare TikTok Shop seller/shop IDs. Use instead of, or alongside, Shop URLs. ## `maxResults` (type: `integer`): Maximum products to return across this run. Keep low for cheap test runs; raise for full catalog pulls. Shop records do not count toward this limit (only the products inside them). ## `proxyConfiguration` (type: `object`): Apify Proxy. RESIDENTIAL is strongly recommended — TikTok blocks datacenter IPs and region-gates TikTok Shop to the proxy's exit country. Set a countryCode (US, GB, ...) matching the storefront region you want. Billed to the run owner; no external proxy account needed. ## Actor input object example ```json { "keywords": [ "phone case" ], "maxResults": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "countryCode": "US" } } ```` # Actor output Schema ## `results` (type: `string`): Dataset containing Tiktok Shop Scraper records (title, price, original\_price, currency, discount\_pct, sold\_count, rating, review\_count, shop\_name, seller\_region, product\_url, parse\_confidence). # 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 = { "keywords": [ "phone case" ], "maxResults": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "countryCode": "US" } }; // Run the Actor and wait for it to finish const run = await client.actor("bovi/tiktok-shop-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 = { "keywords": ["phone case"], "maxResults": 50, "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "countryCode": "US", }, } # Run the Actor and wait for it to finish run = client.actor("bovi/tiktok-shop-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 '{ "keywords": [ "phone case" ], "maxResults": 50, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "countryCode": "US" } }' | apify call bovi/tiktok-shop-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=bovi/tiktok-shop-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "TikTok Shop Trending Products — Sold Count, SKU | $1.99/1K", "description": "Find trending TikTok Shop products WITH sales data: sold count per product, price, rating, reviews, SKU variants, stock and shop info. Search by keyword, storefront or product URL. Pay per result.", "version": "0.1", "x-build-id": "1aHecjz5hCC6cHCOs" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/bovi~tiktok-shop-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-bovi-tiktok-shop-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/bovi~tiktok-shop-scraper/runs": { "post": { "operationId": "runs-sync-bovi-tiktok-shop-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/bovi~tiktok-shop-scraper/run-sync": { "post": { "operationId": "run-sync-bovi-tiktok-shop-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": { "keywords": { "title": "🔎 Search keywords", "type": "array", "description": "Product search terms (like typing into TikTok Shop search), e.g. 'phone case', 'skincare', 'led lights'. Each keyword returns up to maxResults products with title, price, sale/original price, rating, sold count, shop and images. Needs a RESIDENTIAL proxy (set the countryCode for the storefront region you want).", "items": { "type": "string" } }, "productUrls": { "title": "🛒 Product URLs", "type": "array", "description": "TikTok Shop product (PDP) URLs, e.g. https://www.tiktok.com/shop/pdp/1729382044556789012 . Most reliable mode — reads the product JSON embedded in the page, no signing required.", "items": { "type": "string" } }, "productIds": { "title": "Product IDs", "type": "array", "description": "Bare TikTok Shop product IDs (the number from a /shop/pdp/ URL). Use instead of, or alongside, Product URLs.", "items": { "type": "string" } }, "shopUrls": { "title": "🏪 Shop / storefront URLs", "type": "array", "description": "TikTok Shop storefront URLs, e.g. https://www.tiktok.com/shop/store/ . Returns one shop record (name, followers, product count, rating, region) plus each product listed on the storefront.", "items": { "type": "string" } }, "shopIds": { "title": "Shop IDs", "type": "array", "description": "Bare TikTok Shop seller/shop IDs. Use instead of, or alongside, Shop URLs.", "items": { "type": "string" } }, "maxResults": { "title": "Max products", "minimum": 1, "maximum": 10000, "type": "integer", "description": "Maximum products to return across this run. Keep low for cheap test runs; raise for full catalog pulls. Shop records do not count toward this limit (only the products inside them).", "default": 50 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Apify Proxy. RESIDENTIAL is strongly recommended — TikTok blocks datacenter IPs and region-gates TikTok Shop to the proxy's exit country. Set a countryCode (US, GB, ...) matching the storefront region you want. Billed to the run owner; no external proxy account needed.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "countryCode": "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 } } } } } } } } } } ```