# TikTok Shop Scraper: Products, Prices, Sales & Stock (`datara/tiktok-shop-scraper`) Actor

Scrape TikTok Shop by keyword, store URL or product URL. Get prices, discounts, units sold, ratings, seller data and, optionally, SKU stock, categories, reviews and creator videos. Failed lookups are free.

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

## Pricing

from $2.00 / 1,000 products

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, Sales & Stock

Pull clean product data from **TikTok Shop** by keyword, by store, or by product URL. Every row gives you the price, list price, discount, units sold, rating, review count and seller. Turn on full details to add **SKU variants with stock levels**, categories, seller location, sample reviews and the **creator videos promoting each product**.

- **Failed lookups are free.** You pay only for products saved to your dataset.
- **Hard caps you control.** Set a per-keyword limit and a run-wide limit, and the actor never goes past them or past your spend limit.
- **Two price tiers.** Cheap listing data for market scans; full product pages only when you need them.
- **No proxies or browsers to configure.** Runs on a managed data API, so there is nothing to tune and runs finish fast.

### What you can scrape

| Input | What you get |
|---|---|
| **Search keywords** (`lip gloss`, `phone case`) | Products ranked as TikTok Shop shows them, with position, free-shipping badge, and the **TikTok video the product was found through** (views, likes, shares, creator and follower count) |
| **Store URLs** (`https://www.tiktok.com/shop/store/<name>/<id>`) | The store's catalogue, best-selling or newest first, plus a store summary (rating, units sold, followers) |
| **Product URLs or IDs** | Full product page: every variant with price and stock, categories, reviews, creator videos |

You can mix all three in one run.

### Use cases

- **Product research and dropshipping:** find what sells by keyword and sort by units sold.
- **Competitor tracking:** watch a rival store's catalogue, prices and discounts on a schedule.
- **Price and stock monitoring:** track SKU prices and stock for a list of products.
- **Influencer discovery:** see which creators post about a product, their view counts, and whether commission was paid.
- **Market sizing:** units sold and review counts across a category.

### Input example

```json
{
  "searchQueries": ["lip gloss", "led strip lights"],
  "storeUrls": ["https://www.tiktok.com/shop/store/goli-nutrition/7495794203056835079"],
  "productUrls": ["https://www.tiktok.com/shop/pdp/goli-ashwagandha-gummies-with-vitamin-d-ksm-66-vegan-non-gmo/1729587769570529799"],
  "storeSort": "top",
  "maxProductsPerSource": 50,
  "maxProducts": 200,
  "includeDetails": false
}
```

### Output example (detailed row, shortened)

```json
{
  "status": "ok",
  "productId": "1730383241618035288",
  "title": "Manspot Electric Body Hair Razor for Men",
  "url": "https://www.tiktok.com/shop/pdp/...",
  "price": 21.19,
  "maxPrice": 23.99,
  "originalPrice": 39.99,
  "currency": "USD",
  "discountPercent": 47,
  "soldCount": 7160,
  "rating": 4.3,
  "reviewCount": 595,
  "seller": { "id": "7496021452055022168", "name": "Manspot", "location": "United States of America" },
  "shop": { "name": "Manspot", "rating": 4.4, "soldCount": 50887, "followers": 1796, "badge": "OFFICIAL SHOP" },
  "categoryPath": "Beauty & Personal Care > Shaving & Hair Removal",
  "inStock": true,
  "totalStock": 1824,
  "variantCount": 2,
  "skus": [{ "skuId": "1730384306561520216", "variant": "Color: Black", "price": 21.19, "stock": 1824 }],
  "reviews": [{ "rating": 5, "text": "Great product...", "date": "2025-06-15T17:08:57.100Z" }],
  "relatedVideos": [{ "url": "https://www.tiktok.com/@.../video/...", "views": 324944, "likes": 1812, "commissionPaid": true }],
  "detailLevel": "full",
  "source": { "type": "product", "value": "1730383241618035288" },
  "region": "US",
  "scrapedAt": "2026-10-19T12:00:00.000Z"
}
```

Basic rows (search and store results without full details) have the same fields; the detail-only ones are `null`. The dataset has two views: **Products** and **Stock & variants**. A run summary is saved as `SUMMARY` in the key-value store.

### Pricing

Pay per product saved:

| Event | When | Price |
|---|---|---|
| Product | A search or store result with listing data | $2.00 per 1,000 |
| Detailed product | A product with full page data (product URLs, or any result with **Fetch full details** on) | $5.00 per 1,000 |

You are never charged for failed lookups, empty searches, invalid URLs or duplicates. If a full-detail lookup fails for a search result, you get the listing data at the basic price instead.

**Example:** 10 keywords × 50 products = 500 products = **$1.00**. The same with full details = **$2.50**.

### Tips

- Start with listing data to scan a market, then send the products you care about back in as **Product URLs** for full details. A product URL always returns full details, even if the same run already saved that product from a search or store.
- Use **Skip duplicate products** (on by default) when keywords overlap.
- Schedule a store run daily to track new launches (sort: **Newest**) or price changes.

### Limitations

- **US is the reliable region.** Other regions can return partial or no data, and full product details are US-only. Failed lookups cost nothing, so you can try.
- **Search depth** is limited to what TikTok Shop returns for a keyword. The run summary shows how many pages each keyword returned.
- **Units sold** are the figures TikTok Shop displays.
- **Reviews** are the ones shown on the product page, not the full review history.
- **Review counts** aren't included in TikTok's search results (ratings are). Store results and detailed products have them.
- Video URLs (`descriptionVideoUrl`) are signed by TikTok and expire after a few hours. Download them promptly if you need the files.

### FAQ

**Do I need a TikTok account or cookies?** No.

**Do I need proxies?** No. Proxy settings are not used.

**Is scraping TikTok Shop legal?** This actor collects publicly visible product data only. Make sure your use complies with the laws that apply to you and with TikTok's terms. Don't use the data to contact or profile private individuals.

**Something broke or a field is missing?** Open an issue in the Issues tab with the run ID.

# Actor input Schema

## `searchQueries` (type: `array`):

Keywords to search on TikTok Shop, e.g. "lip gloss" or "phone case". Each keyword is a separate source.

## `storeUrls` (type: `array`):

TikTok Shop store pages, e.g. https://www.tiktok.com/shop/store/goli-nutrition/7495794203056835079. Returns the store's product catalogue.

## `productUrls` (type: `array`):

TikTok Shop product pages (https://www.tiktok.com/shop/pdp/...), shop.tiktok.com/view/product/... links, or bare product IDs. Always returns full details.

## `storeSort` (type: `string`):

How to order products from store URLs.

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

TikTok Shop region. US is reliable. Other regions may return partial or no data, and product details are US-only. Failed lookups are not charged.

## `maxProductsPerSource` (type: `integer`):

Stops paging a keyword or store once this many products are saved.

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

Hard cap for the whole run, across all sources. The run stops when it is reached.

## `includeDetails` (type: `boolean`):

Adds SKU variants and stock, categories, seller location, sample reviews and creator videos to every search and store result. Charged at the detailed-product price instead of the basic one. Product URLs always get full details.

## `includeRelatedVideos` (type: `boolean`):

For detailed products, include the TikTok videos promoting the product (views, likes, creator, whether commission was paid).

## `includeReviews` (type: `boolean`):

For detailed products, include the reviews shown on the product page.

## `dedupe` (type: `boolean`):

If the same product turns up in several keywords or stores, save (and charge for) it once.

## `includeFailures` (type: `boolean`):

Save a free row for each source or product that returned nothing or failed, with the reason.

## `maxConcurrency` (type: `integer`):

How many product-detail requests run in parallel.

## `saveRawResponses` (type: `boolean`):

Saves the first 10 raw upstream responses to the key-value store (RAW_01_search, ...). For troubleshooting only.

## Actor input object example

```json
{
  "searchQueries": [
    "lip gloss"
  ],
  "storeSort": "top",
  "region": "US",
  "maxProductsPerSource": 50,
  "maxProducts": 200,
  "includeDetails": false,
  "includeRelatedVideos": true,
  "includeReviews": true,
  "dedupe": true,
  "includeFailures": false,
  "maxConcurrency": 5,
  "saveRawResponses": false
}
```

# Actor output Schema

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

No description

## `stock` (type: `string`):

No description

## `summary` (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 = {
    "searchQueries": [
        "lip gloss"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("datara/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 = { "searchQueries": ["lip gloss"] }

# Run the Actor and wait for it to finish
run = client.actor("datara/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 '{
  "searchQueries": [
    "lip gloss"
  ]
}' |
apify call datara/tiktok-shop-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,datara/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/IDW4PGvChncFcuy5l/builds/uYIru3zk1ooTqAw4O/openapi.json