TikTok Shop Scraper - Products, Sales, Reviews & Hot Sellers

TikTok Shop Scraper collects public product data from TikTok Shop and returns it as clean, flat JSON. You can search products by keyword, get full product details with every SKU variant and its stock, and collect public reviews with the reviewer's public profile (reviewer ID, avatar, country). You can also list every product of a shop or pull a market's hot-selling list. It is made for product researchers, dropshippers, e-commerce sellers, brands and data teams. No proxies, cookies, login or browser are needed.

Pricing is pay-per-event: a small start fee per run plus a fee per item returned. This is a product-data API (public listings, prices and reviews), not the seller API for managing your own shop's orders.

What is TikTok Shop?

TikTok Shop is the shopping marketplace built into TikTok. Sellers list products with prices, variants and shipping details, and buyers can leave ratings and reviews. Each market (for example US, Malaysia or Thailand) has its own listings, prices and currency, which is why this Actor asks for a region.

What data can you get?

The Actor has five modes. Each mode takes a different input and returns one type of record.

Mode	Give it	You get
search	a keyword (and a region)	products: title, price, original price, discount, units sold, rating, review count, shop name and ID, URL, image
product	product IDs, product URLs or share links	full details: description, brand, category path, every SKU variant with price and stock, specifications, shipping fee, images, shop stats
reviews	product IDs or URLs	review text, star rating, date, purchased variant, verified-purchase flag, plus the reviewer's public profile: masked nickname, reviewer ID, avatar, country
shop	seller IDs, store URLs or share links	every product the shop sells, in the same format as search
hotSelling	a region	the market's hot-selling products with sales and ratings

Supported markets: US, SG, MY, TH, PH, VN for search, product, reviews and shop; MY, SG, TH, PH, VN, ID, JP, MX for hot-selling.

Every record has a type field with one of three values: product, productDetail or review. In Apify Console the dataset has three ready-made table views: Products, Product details and Reviews.

Product records (search, shop and hot-selling)

Field	Description
productId	TikTok Shop product ID
title	Product title
price	Current price
originalPrice	Price before the discount (only for products on sale)
discount	Discount as shown on the listing (only for products on sale)
currency	Currency code, for example USD
soldCount	Units sold, as shown by TikTok Shop
rating	Average star rating
reviewCount	Number of reviews
brand	Brand name (only for branded products)
sellerId	Shop (seller) ID
shopName	Shop name
url	Product page URL
imageUrl	Main product image URL
region	Market code, for example US

Product detail records (product mode)

Field	Description
skus	Every SKU variant with its price and stock
totalStock	Total stock of the product
variantOptions	Variant options offered for the product
price	Current price
currency	Currency code
soldCount	Units sold
rating	Average star rating
reviewCount	Number of reviews
shippingFee	Shipping fee
description	Product description
brand	Brand name (only for branded products)
categories	Category path as a list
specifications	Product specifications
imageUrls	All product image URLs
productId, title, url, region	Basic product information
sellerId, shopName, shopUrl	Shop ID, name and link
shopRating	Shop rating
shopFollowers	Number of shop followers
shopSoldCount	Units sold by the shop
shopProductCount	Number of products in the shop

Review records (reviews mode)

Field	Description
text	Review text
rating	Star rating given by the reviewer
publishedAt	Review date (ISO 8601, UTC)
skuVariant	Variant the reviewer bought
skuId	SKU ID of that variant
verifiedPurchase	Whether the review is marked as a verified purchase
imageCount	Number of photos attached to the review (photos are counted, not returned)
reviewerName	Public nickname, masked as TikTok Shop displays it
reviewerId	Reviewer's TikTok Shop user ID (null when the review does not carry one)
reviewerAvatar	Reviewer's avatar image URL (null when not provided)
reviewerCountry	Country code of the review, for example US
reviewId	Review ID
productId	Product the review belongs to

How to use TikTok Shop Scraper

1. Open TikTok Shop Scraper in Apify Console.
2. Pick a Mode: search products by keyword, product details, product reviews, shop products or hot-selling products.
3. Fill in the input for that mode: a keyword, product IDs or URLs, or shop IDs or URLs. Choose a Region if you need a market other than the default.
4. Set Max results to cap how many items (and charges) the run can produce.
5. Start the run and wait for it to finish.
6. Open the dataset and export it as JSON, CSV or Excel, or read it through the Apify API.

Input

Field	Type	Required	What it does	Default
mode	string	Required	What to scrape: search, product, reviews, shop or hotSelling	search
keyword	string	Optional (search mode)	Search keyword. English keywords work best.	lipstick
region	string	Optional	TikTok Shop market: US, SG, MY, TH, PH, VN, ID, JP or MX. A region in a TikTok Shop URL takes precedence.	US, or MY for hot-selling
products	array of strings	Required in product and reviews modes	Product URLs, share links or numeric product IDs	none
shops	array of strings	Required in shop mode	Store URLs, share links or numeric seller IDs	none
maxResults	integer	Optional	Maximum number of items to return in total for this run (1 to 5,000). You are charged per item returned.	20

Search, product, reviews and shop support US, SG, MY, TH, PH and VN. Hot-selling supports MY, SG, TH, PH, VN, ID, JP and MX (not US).

An empty input {} runs a small default search, so you can try the Actor in seconds.

Search products by keyword

{
  "mode": "search",
  "keyword": "lipstick",
  "region": "US",
  "maxResults": 50
}

Full product details

{
  "mode": "product",
  "products": ["https://shop.tiktok.com/us/pdp/liquid-lipstick/1729419587601863495"]
}

Product reviews

{
  "mode": "reviews",
  "products": ["1729419587601863495"],
  "maxResults": 100
}

All products of a shop

{
  "mode": "shop",
  "shops": ["7495061223870729031"],
  "region": "US",
  "maxResults": 100
}

Hot-selling list of a market

{
  "mode": "hotSelling",
  "region": "MY",
  "maxResults": 50
}

Output example

The values below are illustrative samples, not real listings.

Product (search, shop, hot-selling)

{
  "type": "product",
  "productId": "1729419587601863495",
  "url": "https://shop.tiktok.com/us/pdp/liquid-lipstick/1729419587601863495",
  "title": "Long-Lasting Matte Liquid Lipstick",
  "brand": "Sample Beauty",
  "price": 12.99,
  "originalPrice": 18.99,
  "discount": "32%",
  "currency": "USD",
  "soldCount": 2520,
  "rating": 4.4,
  "reviewCount": 146,
  "imageUrl": "https://example.com/images/lipstick-main.jpg",
  "sellerId": "7495061223870729031",
  "shopName": "Sample Beauty Store",
  "region": "US"
}

Product detail (product mode)

{
  "type": "productDetail",
  "productId": "1729419587601863495",
  "url": "https://shop.tiktok.com/us/pdp/1729419587601863495",
  "title": "Long-Lasting Matte Liquid Lipstick",
  "description": "Matte liquid lipstick with a soft finish. Several shades available.",
  "brand": "Sample Beauty",
  "categories": ["Beauty & Personal Care", "Makeup", "Lips"],
  "price": 12.99,
  "currency": "USD",
  "soldCount": 2520,
  "rating": 4.4,
  "reviewCount": 146,
  "totalStock": 830,
  "shippingFee": 0,
  "imageUrls": [
    "https://example.com/images/lipstick-1.jpg",
    "https://example.com/images/lipstick-2.jpg"
  ],
  "sellerId": "7495061223870729031",
  "shopName": "Sample Beauty Store",
  "shopUrl": "https://example.com/store/7495061223870729031",
  "shopRating": 4.7,
  "shopFollowers": 15400,
  "shopSoldCount": 98000,
  "shopProductCount": 42,
  "region": "US"
}

Product detail records also include skus, variantOptions and specifications; they are left out above to keep the example short. Each entry in skus describes one variant with its price and stock.

Review (reviews mode)

{
  "type": "review",
  "productId": "1729419587601863495",
  "reviewId": "7350000000000000001",
  "rating": 5,
  "text": "Nice colour and it lasts most of the day. Would buy again.",
  "publishedAt": "2026-09-02T14:31:00Z",
  "skuVariant": "Ruby Red",
  "skuId": "1729419587601000001",
  "verifiedPurchase": true,
  "imageCount": 2,
  "reviewerName": "j***a",
  "reviewerId": "7300000000000000123",
  "reviewerAvatar": "https://example.com/avatars/sample.jpeg",
  "reviewerCountry": "US"
}

How much does it cost?

The Actor uses pay-per-event pricing. You pay a start fee for each run and a fee for each product or review returned. A full product detail (product mode) has a higher fee because it needs its own lookup. Prices depend on your Apify plan tier:

Event	Free	Bronze	Silver	Gold, Platinum, Diamond
Run start (run-start)	$0.02	$0.009	$0.009	$0.009
Product or review returned (result)	$0.005	$0.0046	$0.0042	$0.0038
Full product detail (detail)	$0.012	$0.011	$0.010	$0.009

The run-start fee is charged when the first request to the data source succeeds, even if that request returns nothing. It is not charged when the data source fails from the start or rejects the IDs, or when the spending limit cannot cover it.

Worked examples:

• 100 search results on the Bronze tier: $0.009 + 100 × $0.0046 = about $0.47.
• 100 search results on Gold, Platinum or Diamond: $0.009 + 100 × $0.0038 = about $0.39.
• 100 full product details on the Bronze tier: $0.009 + 100 × $0.011 = about $1.11.
• On the free plan a run stops at 20 results: $0.02 + 20 × $0.005 = $0.12.

On the free Apify plan, a run returns at most 20 results in total; any paid Apify plan removes the limit. You never pay for more than maxResults items. On the free Apify plan each account can run this Actor up to 3 times per 24 hours and 10 times per 7 days, within a small lifetime free allowance shared across all our Actors, and all free accounts share a daily free budget. When any of these limits is reached, the run stops before fetching anything and nothing is charged.

Use cases

• Product research and dropshipping: find what sells in each market, compare price, discount and soldCount, and spot rising products early with the hot-selling list.
• Competitor and price monitoring: track a shop's catalog, prices, stock (skus, totalStock) and ratings over time with scheduled runs.
• Review analysis: collect review text and rating per skuVariant for sentiment analysis, quality issues and feature ideas.
• Seller and shop comparison: compare shopRating, shopFollowers, shopSoldCount and shopProductCount across shops in a category.
• Cross-market comparison: run the same keyword in US, SG, MY, TH, PH and VN to compare local prices and sales.
• Marketplace and AI datasets: build structured e-commerce datasets for pricing models, recommendation and retrieval.

Integrations and API

If you need a TikTok Shop product API, you can start this Actor from your own code through the Apify API, schedule it to run daily or weekly, and connect the results to Apify integrations such as webhooks, Google Sheets, Make or Zapier. Results are stored in an Apify dataset that you can download in JSON, CSV or Excel.

Python example with apify-client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("clover_folktale/tiktok-shop-scraper").call(run_input={
    "mode": "search",
    "keyword": "lipstick",
    "region": "US",
    "maxResults": 50,
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

A longer Python example is on GitHub: tiktok_shop_search.py.

Tips and limits

• Search returns up to about 40 products per keyword. Use several keywords or the shop mode to go deeper.
• Hot-selling is not available for the US market.
• If you paste a TikTok Shop URL, the region in the URL takes precedence over the region field.
• English keywords work best for search.
• maxResults is the total for the whole run, across all keywords, products or shops you enter.
• The list in products or shops is also cut to maxResults entries. For example, if you enter 50 product IDs with the default maxResults of 20, only 20 of them are processed.
• Numbers such as units sold and ratings are what TikTok Shop shows at the time of the run.
• IDs or links that return nothing are skipped. An entry that is not a TikTok Shop ID or link stops the run with an input error before anything is fetched. If 5 inputs return nothing, the run stops to protect your budget.
• Empty fields: brand is filled only for branded products, and originalPrice and discount only for products on sale. These two fields are on product records (search, shop, hot-selling), not on product detail records. reviewerId and reviewerAvatar are null when TikTok Shop does not provide them for a review.
• Review photos are counted in imageCount, not returned.
• On the free Apify plan a run returns at most 20 results in total; any paid plan removes the limit.
• Missing a field or a market? Open an issue from the Actor page and it will be looked at.

FAQ

Do I need a TikTok account, login or cookies?

No. You do not need a login, cookies, proxies or a browser.

Is it legal to scrape TikTok Shop?

The Actor returns only public data: product listings, prices, public reviews and the public profile data TikTok Shop shows with a review (masked nickname, reviewer ID, avatar, country). It does not return private data such as phone numbers, email addresses, messages or order details. You are responsible for how you use the data and for following the laws and terms that apply to you.

How fresh is the data?

Data is collected when you run the Actor. Units sold, prices, stock and ratings are what TikTok Shop shows at that moment.

Why are some fields empty?

Some fields only exist for some products: brand for branded products, originalPrice and discount for products on sale. Reviewer ID and avatar are null when the review does not carry them. Each record type also carries only its own fields, so a review record has no price.

How many results can I get?

Up to 5,000 items per run through maxResults. Search returns up to about 40 products per keyword, so use several keywords or shop mode for more. On the free Apify plan a run returns at most 20 results.

Can I schedule runs and export the data?

Yes. You can schedule runs in Apify Console or start them through the API, and export each dataset as JSON, CSV or Excel.

Is this the TikTok Shop seller API?

No. It is a product-data API for public listings, prices and reviews. It does not manage your own shop's orders.

Which markets are supported?

US, SG, MY, TH, PH and VN for search, product, reviews and shop. MY, SG, TH, PH, VN, ID, JP and MX for hot-selling.

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