# TikTok Shop Viral Product & Sales Velocity Hunter (`accountable_houndshark/tiktok-shop-product-hunter`) Actor

Discovers trending TikTok Shop products, viral sales velocity, pricing, seller ratings, and shop links without login.

- **URL**: https://apify.com/accountable_houndshark/tiktok-shop-product-hunter.md
- **Developed by:** [Suha Upcode](https://apify.com/accountable_houndshark) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-usage

## 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 Viral Product & Sales Velocity Hunter 🚀

Discover trending, viral, and high-velocity products on **TikTok Shop** without login, cookies, or account friction.

Designed for e-commerce entrepreneurs, dropshippers, TikTok affiliate creators, and competitive research agencies looking to spot breakout products before saturated ad fatigue sets in.

***

### ⚡ Core Features

- **Zero Login Required:** Runs cleanly using stealth request architecture without exposing personal TikTok accounts.
- **Product Velocity Insights:** Extracts product names, current prices, sales volume indicators, seller/brand names, and direct shop links.
- **Multi-Region Support:** Target trending items across US, UK, Southeast Asia (MY, SG, ID, PH), and international markets.
- **Pay-Per-Result Pricing:** Fair, predictable cost model. Only pay for verified product records pushed to your dataset.

***

### 📥 Input Parameters

- `keywords` (array): List of product categories or search queries (e.g. `["skincare", "lip oil", "phone stand"]`).
- `region` (string): Target country code (e.g. `US`, `UK`, `MY`). Default: `US`.
- `maxProducts` (integer): Maximum products to return per keyword (default: `15`).

***

### 📤 Output Dataset Format

Each item in the output dataset contains:

```json
{
  "keyword": "skincare",
  "region": "US",
  "productTitle": "Collagen Hydrating Face Serum 50ml",
  "price": "$18.99",
  "estimatedSales": "12.4K+ sold",
  "seller": "GlowSkin Official",
  "productUrl": "https://www.tiktok.com/view/product/...",
  "scrapedAt": "2026-10-31T09:00:00Z"
}
```

***

### 🛡️ Built by Upcode Systems

Powered by high-resilience anti-bot infrastructure. For custom high-volume pipelines, visit <https://upcode.web.id>.

# Actor input Schema

## `keywords` (type: `array`):

Niches or product keywords to track (e.g. \['beauty', 'skincare', 'gadgets', 'fitness'])

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

Target marketplace country code (e.g. US, UK, MY, SG)

## `maxProducts` (type: `integer`):

Maximum number of trending products to discover per keyword

## Actor input object example

```json
{
  "keywords": [
    "skincare",
    "beauty"
  ],
  "region": "US",
  "maxProducts": 15
}
```

# Actor output Schema

## `products` (type: `string`):

Structured dataset of discovered TikTok Shop products including title, price, estimated sales volume, seller name, product URL, and source snippet.

# 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 = {
    "keywords": [
        "skincare",
        "beauty"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("accountable_houndshark/tiktok-shop-product-hunter").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 = { "keywords": [
        "skincare",
        "beauty",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("accountable_houndshark/tiktok-shop-product-hunter").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 '{
  "keywords": [
    "skincare",
    "beauty"
  ]
}' |
apify call accountable_houndshark/tiktok-shop-product-hunter --silent --output-dataset

```

## MCP server setup

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

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/6Ch51brobQ2rIJLFr/builds/0l3ivJM8MwqdhIZi1/openapi.json