# TikTok Shop Scraper: Products, Prices, Sold Count & Reviews (`openclawai/tiktok-shop-scraper`) Actor

Scrape TikTok Shop: search products by keyword, product details with price, units sold and rating, and buyer reviews. US, UK and Southeast Asia shops. No login or cookies. Pay only per result.

- **URL**: https://apify.com/openclawai/tiktok-shop-scraper.md
- **Developed by:** [Pika Choo](https://apify.com/openclawai) (community)
- **Categories:** E-commerce, Social media, AI
- **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 product or reviews

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## 🛍️ TikTok Shop Scraper: Products, Prices, Sold Count & Reviews

Search TikTok Shop products, get prices, units sold and ratings, and pull buyer reviews. No login. **$1 per 1,000 products.**

### 📋 Table of contents

- [What does it do?](#what-does-it-do)
- [Features](#features)
- [Pricing](#pricing)
- [Input](#input)
- [Output](#output)
- [Troubleshooting](#troubleshooting)
- [Who uses this TikTok Shop Scraper?](#who-uses-this-tiktok-shop-scraper)
- [Use cases](#use-cases)
- [FAQ](#faq)
- [API, Python, JavaScript and MCP](#api-python-javascript-and-mcp)

### What does it do?

TikTok Shop Scraper searches TikTok Shop by keyword and returns product rows with title, price, currency, units sold and rating. You can also fetch full details for any product by its link or ID, and pull its buyer reviews. It works for the US, UK and Southeast Asian shops, with no seller account, cookies or proxies.

### Features

#### 🎬 What you can scrape on TikTok Shop

| Mode | What you give it | What you get |
|---|---|---|
| `shop_search` | product keywords | TikTok Shop — search products (keywords) |
| `shop_product` | product link or ID | TikTok Shop — product details |
| `shop_reviews` | product link or ID | TikTok Shop — product reviews |

#### ✨ Smart features

- Search per country with the **Region** field
- Paste full product links or bare product IDs
- Full product record (images, SKUs, shop) kept in `raw`
- Duplicates are removed automatically
- 🔓 No login, no cookies, no proxy setup
- 💸 Pay only for results: hint and error rows are free

#### 🧭 More scrapers from us

- [TikTok Scraper](https://apify.com/openclawai/tiktok-scraper)
- [TikTok, Douyin & Bilibili Scraper (all platforms in one run)](https://apify.com/openclawai/tiktok-douyin-bilibili-scraper)
- [Instagram Scraper](https://apify.com/openclawai/instagram-scraper)

### Pricing

You pay per result. No compute or proxy charges on top, and hint and error rows are free.

| What you get | Price per 1,000 |
|---|---|
| 🔎 Products from search | **$1.00** |
| ⭐ Reviews | **$1.00** |
| 📦 Product details (one product per link or ID) | **$1.50** |

#### How much does it cost to scrape TikTok Shop data?

| Job | Cost |
|---|---|
| 1,000 products from search | $1.00 |
| 10,000 products | $10 |
| 100,000 products | $100 |
| 1,000 product detail lookups | $1.50 |

Set **Max cost per run** in the run options and the actor stops cleanly at that amount.

#### 🆓 Free plan

On the free Apify plan each run returns up to 10 results, so you can check the data before you buy. Comment replies need a paid plan. Any paid Apify plan removes the limit.

#### ⚡ Speed

Search returns a page of products per request, so a few thousand products take a few minutes.

### Input

| Field | What it does |
|---|---|
| `mode` | Keywords: shop_search. Links, @usernames or IDs: shop_product, shop_reviews. |
| `urls` | Product links or product IDs, one per line (for product details and reviews). |
| `queries` | Product keywords, one per line (for 'Search products'). |
| `maxItems` | Stop after this many rows per link or keyword (comments include their replies). |
| `region` | Two-letter country code for TikTok search, sounds and TikTok Shop (e.g. US, GB, DE, ID). |

#### 🧪 Example inputs

**Search products in the US**

```json
{"mode": "shop_search", "queries": ["phone case", "led lights"], "region": "US", "maxItems": 200}
```

**Product details by link or ID**

```json
{"mode": "shop_product", "urls": ["1729408816995078528"]}
```

**Reviews of a product**

```json
{"mode": "shop_reviews", "urls": ["1729408816995078528"], "maxItems": 500}
```

### Output

Every row uses the same fields. Export as JSON, CSV, Excel, XML or HTML.

#### 📦 Example output

```json
{
  "platform": "tiktok",
  "item_type": "product",
  "item_id": "1731987113638072822",
  "title": "junk phone case",
  "description": "junk phone case",
  "cover_url": "https://p16-oec-general-useast5.ttcdn-us.com/tos-useast5-i-omjb5zjo8w-…",
  "price": "20.00",
  "currency": "USD",
  "sold_count": 0,
  "rating": 0,
  "mode": "shop_search",
  "source_input": "phone case",
  "scraped_at": "2026-10-08T19:59:23.506028+00:00",
  "raw": {
    "…": "full original record"
  }
}
```

#### 📤 Main fields

| Field | Description |
|---|---|
| `platform`, `item_type`, `mode`, `source_input` | Where the row came from and what it is (`video`, `user`, `comment`, `hint`, `error`…) |
| `item_id`, `url` | Native ID and a link back to the item |
| `title`, `description`, `hashtags`, `created_at` | Text and publish time (ISO 8601) |
| `author_id`, `author_name`, `author_username` | Creator or account |
| `play_count`, `like_count`, `comment_count`, `share_count`, `collect_count` | Engagement counts |
| `raw` | The full original record, every field the platform returned |
| `error_message` | Explanation on free `hint` / `error` rows |

### Troubleshooting

#### A product returns nothing?

Product details cover the US, UK, Singapore, Malaysia, Philippines, Thailand, Vietnam and Indonesia shops. Products from other regions aren't supported.

#### Getting no results?

Check that the link or username is public and typed correctly. Private accounts, deleted posts and hidden lists return a free `hint` row that says why. Keyword modes need the **Keywords** field, link modes need **Links**.

#### Getting fewer results than `maxItems`?

The platform ran out of items for that input (a small profile, a niche keyword), or the run reached its **Max cost per run** limit. The log says which one.

#### Some fields are empty?

Platforms don't return every field for every item. Everything the platform did return is kept in `raw`.

#### Video or image links stopped working?

Media URLs from these platforms expire after a few hours. Download files right after the run.

#### The run failed or shows an error row?

Retry once: the platforms sometimes refuse a request for a few minutes. If it keeps failing, open an issue with the run link and we'll fix it fast.

### Who uses this TikTok Shop Scraper?

#### 🛒 Dropshippers and sellers

Find winning products by units sold before you stock them.

#### 💲 Brands

Track competitor prices, ratings and new launches.

#### 📊 Market researchers

Size categories across countries with price and sales data.

#### ⭐ Product teams

Mine buyer reviews for complaints and feature requests.

#### 🧑‍💻 Developers and AI agents

Feed live product data into apps and pricing tools.

### Use cases

#### Product research

Search a niche, sort by `sold_count`, and shortlist products that already sell.

#### Price monitoring

Schedule product lookups and chart price changes over time.

#### Review mining

Pull reviews for top products and summarise what buyers like and hate.

### FAQ

#### Can I scrape TikTok Shop without a seller account?

Yes. No account, cookies or API keys.

#### Does it show how many units a product sold?

Yes, `sold_count` when TikTok Shop shows it.

#### Which countries are supported?

US, UK, Singapore, Malaysia, Philippines, Thailand, Vietnam and Indonesia.

#### How do I find a product ID?

It's the long number in the product link. You can paste the full link instead.

#### How much does it cost to scrape 10,000 TikTok Shop products?

About $10 from search. Detail lookups are $1.50 per 1,000.

#### Can I get product reviews?

Yes, with `shop_reviews`: rating, text, reviewer and date.

#### Is there a free tier?

Yes. On the free Apify plan each run returns up to 10 results.

#### Can I get the products a creator promotes?

Use the [TikTok Scraper](https://apify.com/openclawai/tiktok-scraper) for videos; product links in them can be fed here.

#### Can I export to Excel or Google Sheets?

Yes. Export the dataset as CSV or Excel, or use the Google Sheets integration.

#### Can I use it from Python, JavaScript or an AI agent?

Yes, through the Apify API, the client libraries, or MCP.

### API, Python, JavaScript and MCP

**Python**

```python
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("openclawai/tiktok-shop-scraper").call(run_input={"mode": "shop_search", "queries": ["phone case", "led lights"], "region": "US", "maxItems": 200})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)
```

**JavaScript**

```javascript
import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR_APIFY_TOKEN" });
const run = await client.actor("openclawai/tiktok-shop-scraper").call({"mode": "shop_search", "queries": ["phone case", "led lights"], "region": "US", "maxItems": 200});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
```

**MCP** (Claude, ChatGPT, Cursor and other MCP clients): `https://mcp.apify.com/?tools=openclawai/tiktok-shop-scraper`

Works with Zapier, Make, n8n, Google Sheets, Slack, webhooks and scheduled runs.

### 🛡️ Legal

Collects **public** data only. You are responsible for complying with TikTok Shop's terms and with privacy laws such as GDPR, CCPA and PIPL when you store personal data.

### ⭐ Support

Something not working? Check the `hint` / `error` rows, then open an issue with the run link. We reply fast.

# Actor input Schema

## `mode` (type: `string`):

Keywords: shop_search. Links, @usernames or IDs: shop_product, shop_reviews.

## `urls` (type: `array`):

Product links or product IDs, one per line (for product details and reviews).

## `queries` (type: `array`):

Product keywords, one per line (for 'Search products').

## `maxItems` (type: `integer`):

Stop after this many rows per link or keyword (comments include their replies).

## `region` (type: `string`):

Two-letter country code for TikTok search, sounds and TikTok Shop (e.g. US, GB, DE, ID).

## Actor input object example

```json
{
  "mode": "shop_search",
  "queries": [
    "phone case"
  ],
  "maxItems": 20,
  "region": "US"
}
```

# Actor output Schema

## `results` (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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "mode": "shop_search",
    "queries": [
        "phone case"
    ],
    "maxItems": 20
};

// Run the Actor and wait for it to finish
const run = await client.actor("openclawai/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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "mode": "shop_search",
    "queries": ["phone case"],
    "maxItems": 20,
}

# Run the Actor and wait for it to finish
run = client.actor("openclawai/tiktok-shop-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "mode": "shop_search",
  "queries": [
    "phone case"
  ],
  "maxItems": 20
}' |
apify call openclawai/tiktok-shop-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,openclawai/tiktok-shop-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/SkPq7a5eXThf9Hzfb/builds/jFXLok0uPfO55ZJqU/openapi.json