# TikTok Shop Trending Products & GMV Scraper (`tomas_bogado/tiktok-shop-trending-products-scraper`) Actor

Extract winning viral products from TikTok Shop: prices, units sold, estimated revenue, customer ratings, store names, and product showcase URLs for dropshipping and affiliate marketing.

- **URL**: https://apify.com/tomas\_bogado/tiktok-shop-trending-products-scraper.md
- **Developed by:** [Tomas Bogado](https://apify.com/tomas_bogado) (community)
- **Categories:**
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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 Trending Products, Affiliates & GMV Scraper

Extract winning viral products, prices, estimated units sold, customer review ratings, seller store names, and product showcase URLs from TikTok Shop for dropshipping, product research, and affiliate marketing.

### 🚀 Features

- **Winning Product Discovery:** Find high-demand viral products before competitors.
- **Sales & GMV Insights:** Captures sales counts, price points, and seller stores.
- **Global Country Support:** Filter by TikTok Shop markets (US, UK, Southeast Asia).
- **Export Options:** Download results in **Excel (XLSX)**, **CSV**, or **JSON**.

### 📥 Input Example

```json
{
  "categories": [
    "Viral Beauty & Skincare",
    "Smart Home Kitchen Gadgets",
    "Fitness Equipment Home"
  ],
  "country": "US",
  "maxResults": 50
}
```

### 📤 Output Format

Each record in the dataset includes:

- `category`: Product niche
- `productName`: Item title
- `price`: Listed selling price
- `salesVolume`: Estimated units sold / demand indicator
- `sellerStore`: TikTok Shop seller / brand name
- `targetCountry`: Market code (US/UK)
- `productUrl`: Direct TikTok Shop link
- `snippet`: Product specifications and video summary

# Actor input Schema

## `categories` (type: `array`):

Product categories or keywords to search on TikTok Shop (e.g. 'Beauty & Skincare', 'Home Gadgets', 'Women Fashion', 'Electronics', 'Viral Toys').

## `country` (type: `string`):

TikTok Shop country market (e.g. 'US', 'UK', 'ID', 'TH', 'VN', 'MY').

## `maxResults` (type: `integer`):

Maximum number of trending products to extract per category.

## Actor input object example

```json
{
  "categories": [
    "Viral Beauty Skincare",
    "Home Kitchen Gadgets",
    "Men Fashion Trend"
  ],
  "country": "US",
  "maxResults": 30
}
```

# Actor output Schema

## `resultsDataset` (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 = {
    "categories": [
        "Viral Beauty Skincare",
        "Home Kitchen Gadgets",
        "Men Fashion Trend"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("tomas_bogado/tiktok-shop-trending-products-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 = { "categories": [
        "Viral Beauty Skincare",
        "Home Kitchen Gadgets",
        "Men Fashion Trend",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("tomas_bogado/tiktok-shop-trending-products-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 '{
  "categories": [
    "Viral Beauty Skincare",
    "Home Kitchen Gadgets",
    "Men Fashion Trend"
  ]
}' |
apify call tomas_bogado/tiktok-shop-trending-products-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,tomas_bogado/tiktok-shop-trending-products-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/F3bIlmZk8IzmIZNld/builds/XdquOQf8Cg8isUslF/openapi.json