# TikTok Shop Product Scraper (`cleanscrape/tiktok-shop-product-scraper`) Actor

Find TikTok Shop US products by keyword or compare product links. Export prices, sellers, stock, ratings and public review previews for product research. $1.49 per 1,000 products, with product details included and no start fee. Maintained by CleanScrape.

- **URL**: https://apify.com/cleanscrape/tiktok-shop-product-scraper.md
- **Developed by:** [CleanScrape](https://apify.com/cleanscrape) (community)
- **Categories:** E-commerce, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.19 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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 Product Scraper

Search TikTok Shop US by keyword, or paste product links to collect prices, available variants, sellers and public review previews. Export the results to a spreadsheet or use the structured records in your own workflow.

**$1.49 per 1,000 delivered products.** Available product details and review previews are included, with no start fee. Maintained by CleanScrape.

Choose **Find products by keyword** or **Compare product links**, fill the matching input and set **Maximum products**. Optional settings can stay unchanged for a first run. No TikTok login is needed.

### Choose your starting point

| You want | What to do |
| --- | --- |
| Find products by keyword | Select **Find products by keyword**, enter **Search phrases**, and leave **Product links** empty. |
| Compare specific products | Select **Compare product links** and paste one full product URL per entry under **Product links**. |

The Actor only reads the field that matches the selected option, so you do not need to clear the other one. Filters apply in either mode, so review any price or rating filters you set earlier.

A direct-product example:

```json
{
  "mode": "products",
  "searchQueries": [],
  "productUrls": [
    "https://shop.tiktok.com/us/pdp/smoothie-blender-6-blade-21oz-portable-pink-color-homeleader/1731572043954819899"
  ],
  "maxProducts": 1
}
```

Add more product links for side-by-side rows. This collects comparable product fields; it does not generate a recommendation or rank products for you. Availability can change.

### Watch the demo

Go from a search phrase to a five-product shortlist, compare starting and variant prices, then export the results in under a minute.

https://www.youtube.com/watch?v=-2\_Mdnyja2w

The demo uses actual product data and photos from the example run. Its animated comparisons illustrate those results; they are not an additional dashboard in the Actor.

<a id="try-a-small-product-comparison"></a>

### Compare TikTok Shop prices and stock

Let's use portable blenders as an example. Suppose you want to compare products with a displayed starting price of up to $50 and a rating of at least four stars.

1. Keep **Find products by keyword** selected and enter `portable blender` under **Search phrases**.
2. Set **Maximum products** to `5`.
3. Expand **Optional filters and details**. Set **Maximum displayed starting price (USD)** to `50` and **Minimum product rating** to `4`. To keep titles relevant, add `blender` to **Title must contain all these phrases**.
4. Start the run, then open **Output > Product results > Product comparison**.
5. Compare the products, or select **Export**, choose the desired data view in the export dialog, then download CSV, Excel or JSON.

[Open the portable-blender example](https://apify.com/cleanscrape/tiktok-shop-product-scraper/examples/tiktok-shop-compare-portable-blenders) with these settings already filled in.

You can also use this JSON input:

```json
{
  "mode": "search",
  "searchQueries": ["portable blender"],
  "maxProducts": 5,
  "maxPrice": 50,
  "minRating": 4,
  "includeWords": ["blender"]
}
```

Five delivered products cost **$0.00745** at the base price, before any subscription discount. The maximum is a limit, not a guarantee that five matching products will be available.

The price filter checks the displayed starting price, not every option. In the recorded example, one product starts at $34.32 but includes a $54.99 variant. Open **Variants** and check shipping before comparing the cost of a specific version.

### What you can collect

| Data | What to expect |
| --- | --- |
| Product identity | Product ID, title and product link |
| Prices | Available minimum and maximum price, currency and source-provided price details |
| Variants | Available variant IDs, options, prices and stock information |
| Seller | Seller information exposed by the public product response |
| Ratings | Source-provided rating and review count |
| Shipping | Public shipping information when present, not a personalized checkout quote |
| Review preview | A small selection included in the product response, when available |
| Source context | Retrieval method, market-verification method and data warnings |

The current marketplace is **the United States**. This is a product scraper with optional review previews, not a full review-history scraper, seller analytics service or complete marketplace database.

### Search or use known product links

**Keyword search** is useful when you want to discover products to compare. Add up to ten search phrases. The product maximum applies to the whole run, not separately to each phrase. Queries are processed in order, so an earlier query can fill the limit before later queries are reached.

**Product links** are useful when you already know which products to check. Select **Compare product links** and paste full US TikTok Shop product links. Shortened sharing links, videos and seller pages are not product links. Product IDs supplied through JSON must be quoted strings so that their digits are preserved.

Each run uses one starting point: search phrases or product links. The optional market selector can stay unchanged; only `US` is supported, and existing `market: "US"` inputs remain accepted.

Start with a small run before setting a larger maximum. Search scans are bounded and are not a promise to enumerate every matching product on TikTok Shop.

#### Optional filters

Narrow the results by price, rating, source-provided sold count, or words and phrases in the title. All include phrases must appear in the title; any exclude phrase removes a matching title. Title matching is case-insensitive. A product missing a value required by a filter will not be presented as a match.

The returned product's price range can cover several variants. Check **Variants** before treating a price match as a quote for a particular size, color or bundle.

### Read and export the output

The **Product results** selector contains these views:

- **Product comparison**: one row per delivered product, with the main comparison fields.
- **Variants**: expanded variant records with their parent product information.
- **Review preview (not full history)**: expanded preview reviews, when available.
- **All fields**: the complete structured records.

Product IDs let you join exports from different views. Import ID columns as text in spreadsheet software; long identifiers can otherwise be rounded. Prices and stock can change between runs.

#### Understanding the columns

| Column | Meaning |
| --- | --- |
| Starting price | The product's lowest displayed price; a different size, color or bundle may cost more. |
| Highest listed price | The upper price available from the source, not a previous price or discount estimate. Check individual options in **Variants**. |
| Rating (out of 5) | The source's product rating, or the individual review rating in **Review preview**. |
| Review count | The product's source-reported review total, not the number of preview reviews exported. |
| Shipping shown | The public shipping amount when available. A blank is unknown, not free shipping; checkout may differ. |
| Stock quantity (source) / In stock (source) | The source's listed quantity for that variant and whether it is above zero. These are not a checkout availability guarantee. |
| Data notes | Source limitations associated with the record. An empty list means no parser warning was recorded, not that every optional field exists. |

Prices use the **Currency** column. In review previews, a blank verification or incentive field means the source did not say. CSV and JSON exports retain stable field names such as `priceMin` and `reviewCount`; the friendly headings are for the Console table.

#### A real output example

This is a shortened record from the demo's example run on 28 September 2026. It illustrates the fields, not a current price or availability guarantee.

```json
{
  "productId": "1731572043954819899",
  "priceMin": 37.99,
  "priceMax": 37.99,
  "currency": "USD",
  "rating": 4.7,
  "reviewCount": 66,
  "sellerName": "TROLLBYTESCEN LLC",
  "productUrl": "https://shop.tiktok.com/us/pdp/smoothie-blender-6-blade-21oz-portable-pink-color-homeleader/1731572043954819899"
}
```

#### Coverage and interrupted runs

In the output selector, **Coverage and stopping reasons** opens the summary collection. Choose **Readable run report**, then use the open link beside **REPORT** to view the readable report. Check it when a run returns fewer products than requested. **Interruption recovery records** opens any separately preserved products.

A run can stop because it reached your product or spending limit, because the source ended the available results, or because retrieval encountered a source restriction. Filters and unavailable products can also reduce the result count. A successful run is not proof of complete marketplace coverage.

During interrupted delivery, a product may be saved before its write or charge can be confirmed. The Actor preserves the pending record and does not blindly deliver or charge it again. Check **Interruption recovery records** for separately retained products. Run status, product records and billing are separate facts; do not infer completeness from the green success badge alone.

### How to interpret missing values

A blank value means the source did not provide a usable value. It does **not** mean a product is free, sold out, unrated or eligible for free shipping. A blocked response or an unrecognized product layout is treated as a retrieval problem rather than accepted as an all-empty product.

Some source fields need additional context:

- Shipping and price observations may differ from checkout because of location, promotions, bundles or account-specific offers.
- Review previews are selected by TikTok. They are not necessarily the newest reviews or a representative sample.
- Sold-count labels can represent global totals since listing. They are not verified sales for the last day or month, and should not be converted into revenue estimates.
- Stock can be absent or described differently across products and variants.
- The API connection checks the requested US storefront and USD currency. The market-verification field describes those checks; it is not independent confirmation of the product's country.

### Pricing

One `product` event is charged for each delivered product. There are no separate variant or review-preview events and no start event. Filtered-out or unavailable products do not generate a product event.

| Delivered products | Base event charge |
| --- | ---: |
| 5 | $0.00745 |
| 20 | $0.0298 |
| 100 | $0.149 |
| 1,000 | $1.49 |

The maximum for a single run is 500 products; the 1,000-product figure is the pricing unit, not a promise of one-run output.

Subscription discounts apply to the base event price: **Bronze 10%, Silver 15%, and Gold, Platinum and Diamond 20%**. Check the Actor's **Pricing** tab for your applicable price and set a spending limit in the run options if needed.

Platform usage is included in the event price.

### Common questions

#### Do I need a TikTok account or my own proxy?

No TikTok login is required. The Actor uses public storefront responses and manages its bounded fallback requests internally. It does not use your personal TikTok session.

#### Can I collect full reviews, sales history or revenue?

No. The included reviews are a public preview, and source-provided sold labels do not establish recent sales or revenue. This Actor does not estimate GMV.

#### Why did the run return fewer products than I requested?

Check the coverage report. The maximum is an upper bound; source availability, filtering, discovery limits and temporary restrictions can all reduce delivery. Tight filters may produce no matching products.

#### Will a bigger run avoid source restrictions?

No. TikTok can block or rate-limit requests. The Actor uses bounded retries and stops rather than retrying indefinitely. If the report identifies a temporary restriction, try a smaller run later. No scraper can guarantee uninterrupted third-party access.

#### Can I run the same comparison regularly?

Yes. Save your input as an Apify task and schedule it if you want repeated snapshots. Each run produces its own records. Automatic change detection and alerts are not built into this Actor; join snapshots by product ID in your own workflow.

### Support and feedback

For a reproducible problem, open an issue on this Actor or email **contact.cleanscrape@gmail.com** with the run ID and a non-sensitive example input. Do not include API tokens or login details. CleanScrape maintains the Actor and investigates reported source changes; no response-time guarantee is implied.

If the Actor helped with your work, an honest review is welcome. Suggestions about missing fields and everyday workflows are useful too.

**Disclaimer:** This Actor is an independent tool and is not affiliated with, endorsed by or sponsored by TikTok or ByteDance. TikTok and other referenced trademarks belong to their respective owners. Use the data in accordance with applicable laws and source terms.

# Actor input Schema

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

Find products by keyword discovers products from Search phrases. Compare product links collects the specific products you paste below, using the same output columns.

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

For Find products by keyword, enter one phrase per entry, such as portable blender. This field is ignored when Compare product links is selected.

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

For Compare product links, paste full TikTok Shop US product-page links, one per entry. This field is ignored when Find products by keyword is selected. Shortened share links, video links and seller pages are not supported.

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

Total across all inputs, not per search. Fewer products may match or be available. Existing records count toward this limit after a restart.

## `minPrice` (type: `number`):

Filters the product's lowest displayed price, not every variant. Missing prices do not pass an active price filter.

## `maxPrice` (type: `number`):

A product can have more expensive variants. Compare the Variants view before drawing conclusions.

## `minRating` (type: `number`):

Zero disables this filter. Unknown ratings do not pass a positive minimum.

## `minSoldCount` (type: `integer`):

May represent global sales since listing, not recent sales in the selected marketplace. The output retains the source explanation.

## `includeWords` (type: `array`):

Optional case-insensitive title filter applied to the retrieved product details.

## `excludeWords` (type: `array`):

Exclude a product if its title contains any listed phrase.

## `includeReviewPreview` (type: `boolean`):

Includes the small selection embedded in the product page when available. This is not a complete or necessarily recent review history.

## `market` (type: `string`):

United States is the only supported market. Leave this setting unchanged.

## Actor input object example

```json
{
  "mode": "search",
  "searchQueries": [
    "portable blender"
  ],
  "maxProducts": 20,
  "minRating": 0,
  "minSoldCount": 0,
  "includeReviewPreview": true,
  "market": "US"
}
```

# Actor output Schema

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

No description

## `summary` (type: `string`):

No description

## `report` (type: `string`):

No description

## `recovery` (type: `string`):

Contains records only when a resumed run preserved an uncertain delivery. Never automatically charged twice.

# 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": [
        "portable blender"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("cleanscrape/tiktok-shop-product-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": ["portable blender"] }

# Run the Actor and wait for it to finish
run = client.actor("cleanscrape/tiktok-shop-product-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": [
    "portable blender"
  ]
}' |
apify call cleanscrape/tiktok-shop-product-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,cleanscrape/tiktok-shop-product-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/ZeWpdCe9KWoZFtIZP/builds/UD0gZI1BDiyx29dTE/openapi.json