# TikTok Shop Product Reviews (`vistics/tiktok-shop-product-reviews`) Actor Scrape TikTok Shop product reviews. Extract star ratings, review text, verified purchase status, reviewer info, and review images from any TikTok Shop product URL. Bulk scraping supported - **URL**: https://apify.com/vistics/tiktok-shop-product-reviews.md - **Developed by:** [Ilong Mamman](https://apify.com/vistics) (community) - **Categories:** Social media, Other, SEO tools - **Stats:** 4 total users, 2 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $1.20 / 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 ## TikTok Shop Product Review Scraper | Extract TikTok Reviews at Scale Scrape verified customer reviews from any TikTok Shop product page — no browser automation, no blocks, no manual copying. Just paste a product URL, set how many reviews you need, and get structured JSON data in seconds. ⭐ Fast & Reliable | 🔒 Verified Purchase Data | 📦 Bulk Product Support --- ### What Is This Actor? This Apify actor extracts **TikTok Shop product reviews** directly from TikTok's shop platform. It automatically paginates through review pages (10 reviews per page) until your requested limit is reached, making it ideal for collecting large volumes of review data with zero manual effort. Whether you need 10 reviews for a quick analysis or 500 reviews for training an AI model, this scraper handles the pagination for you. --- ### What Data Can You Extract? | Field | Description | | ------------------------ | ------------------------------------------------ | | `review_id` | Unique identifier for the review | | `product_id` | TikTok Shop product ID | | `reviewer_name` | Display name of the reviewer | | `reviewer_avatar_url` | Profile picture URL of the reviewer | | `review_rating` | Star rating (1–5) | | `review_text` | Full review text written by the customer | | `review_time` | Unix timestamp of when the review was posted | | `review_images` | Array of image URLs attached to the review | | `is_verified_purchase` | Whether the reviewer actually purchased the item | | `is_incentivized_review` | Whether the review was incentivized | | `sku_specification` | Product variant reviewed (e.g. color, size) | | `review_country` | Country the review was submitted from | --- ### Use Cases - 🛒 **Product Research** — Analyse what customers love or hate before sourcing a product - 📊 **Competitor Analysis** — Benchmark review sentiment across competing TikTok Shop listings - 🤖 **AI & NLP Pipelines** — Feed real review text into sentiment analysis, summarisation, or LLM fine-tuning - 📣 **Marketing & Social Proof** — Pull top-rated reviews to use in ads or landing pages - 🔍 **E-commerce Due Diligence** — Verify product quality signals before partnership or investment - 📈 **Review Monitoring** — Track review volume and ratings over time for your own products --- ### Input Parameters | Parameter | Type | Description | Default | | ------------ | ------- | -------------------------------------------------------------------------------------- | ---------- | | `startUrls` | Array | List of TikTok Shop product page URLs to scrape | _Required_ | | `maxReviews` | Integer | Maximum number of reviews to fetch per product. The scraper loops pages automatically. | `10` | | `region` | String | Region code for the reviews feed. Currently accepts `US`. | `US` | > **Tip:** `maxReviews: 50` fetches pages 1–5 automatically. `maxReviews: 100` fetches pages 1–10. The scraper stops early if there are no more reviews available. --- ### How to Use #### 1. Single Product ```json { "startUrls": [ "https://www.tiktok.com/shop/pdp/your-product-slug/1234567890123456789" ], "maxReviews": 50, "region": "US" } ```` #### 2. Multiple Products ```json { "startUrls": [ "https://www.tiktok.com/shop/pdp/product-one/1111111111111111111", "https://www.tiktok.com/shop/pdp/product-two/2222222222222222222" ], "maxReviews": 100, "region": "US" } ``` *** ### Output Example ```json { "productUrl": "https://www.tiktok.com/shop/pdp/cat-nail-clipper-by-potaroma/1731578642912612516", "productId": "1731578642912612516", "region": "US", "maxReviews": 20, "pagesFetched": 2, "totalReviews": 864, "reviewsFetched": 20, "reviews": [ { "review_id": "7609467006076651278", "product_id": "1731578642912612516", "reviewer_name": "Maria ramos345", "reviewer_avatar_url": "https://p16-common-sign.tiktokcdn-us.com/...", "review_rating": 5, "review_time": "1771717123706", "review_text": "I just got mine and it works great. I have two male cats and they let me cut their nails without any fuss.", "review_images": [], "display_image_url": null, "sku_specification": "Item: Default", "review_country": "US", "is_verified_purchase": true, "is_incentivized_review": false } ] } ``` ### FAQ **Can I scrape multiple products at once?** Yes — add multiple URLs to the `startUrls` array. Each URL is processed sequentially with a short delay to avoid rate limiting. **How many reviews can I fetch per product?** As many as the product has. The scraper will paginate until it hits your `maxReviews` limit or runs out of reviews. **What does `is_verified_purchase` mean?** TikTok flags reviews from users who actually bought the product via TikTok Shop. This is a strong signal for review authenticity. **Does this work for all TikTok Shop regions?** Currently the `region` field accepts `US`. Other regions may be supported in future updates. **Can I get review images?** Yes — the `review_images` array contains direct URLs to any photos the reviewer uploaded. *** ### Need Help? Open an issue on the Apify platform or email: **vistics99@gmail.com** — we respond within 24 hours. ⚡ # Actor input Schema ## `startUrls` (type: `array`): List of TikTok Shop product URLs to scrape reviews from ## `maxReviews` (type: `integer`): Maximum number of reviews to fetch per URL. ## `region` (type: `string`): Region code to fetch reviews only accept US. ## Actor input object example ```json { "startUrls": [ "https://www.tiktok.com/shop/pdp/cat-nail-clipper-by-potaroma-adjustable-sizes-built-in-file-safe-for-kittens-cats/1731578642912612516" ], "maxReviews": 10, "region": "US" } ``` # 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 = { "startUrls": [ "https://www.tiktok.com/shop/pdp/cat-nail-clipper-by-potaroma-adjustable-sizes-built-in-file-safe-for-kittens-cats/1731578642912612516" ] }; // Run the Actor and wait for it to finish const run = await client.actor("vistics/tiktok-shop-product-reviews").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 = { "startUrls": ["https://www.tiktok.com/shop/pdp/cat-nail-clipper-by-potaroma-adjustable-sizes-built-in-file-safe-for-kittens-cats/1731578642912612516"] } # Run the Actor and wait for it to finish run = client.actor("vistics/tiktok-shop-product-reviews").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 '{ "startUrls": [ "https://www.tiktok.com/shop/pdp/cat-nail-clipper-by-potaroma-adjustable-sizes-built-in-file-safe-for-kittens-cats/1731578642912612516" ] }' | apify call vistics/tiktok-shop-product-reviews --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=vistics/tiktok-shop-product-reviews", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "TikTok Shop Product Reviews", "description": "Scrape TikTok Shop product reviews. Extract star ratings, review text, verified purchase status, reviewer info, and review images from any TikTok Shop product URL. Bulk scraping supported", "version": "0.0", "x-build-id": "iLY4oRG1ryqogigY2" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/vistics~tiktok-shop-product-reviews/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-vistics-tiktok-shop-product-reviews", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/vistics~tiktok-shop-product-reviews/runs": { "post": { "operationId": "runs-sync-vistics-tiktok-shop-product-reviews", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/vistics~tiktok-shop-product-reviews/run-sync": { "post": { "operationId": "run-sync-vistics-tiktok-shop-product-reviews", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "startUrls": { "title": "URL", "type": "array", "description": "List of TikTok Shop product URLs to scrape reviews from", "items": { "type": "string" } }, "maxReviews": { "title": "Max Number of Reviews", "minimum": 1, "type": "integer", "description": "Maximum number of reviews to fetch per URL.", "default": 10 }, "region": { "title": "Region (Support US only)", "type": "string", "description": "Region code to fetch reviews only accept US.", "default": "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 } } } } } } } } } } ```