TikTok Shop Scraper (Exact Sold Counts, No Login)

Get TikTok Shop products from the US and UK shops by keyword, category, store or product link. Each product is one row with price, discount, exact sold count, rating, review count and shop, plus the units sold since your last run. You can keep only the categories you pick. Export as JSON, CSV or Excel. No login, no cookies.

What people use it for:

• Finding products that are selling now. Schedule a daily run and sort by units sold since yesterday.
• Sizing up a niche before stocking it: price range, sold counts and ratings for the products on a keyword or category page.
• Watching a competitor's store. A store link returns its products with sold counts, so you see which items move.
• Choosing products to promote as an affiliate. Filter by price, rating and units sold, and pay only for the products that pass.

Quick start

Paste this into the JSON tab of the input and click Start:

{"keywords": ["lip gloss"], "urls": ["https://shop.tiktok.com/us/c/makeup/848648"], "maxProductsPerSource": 5}

You get 10 products (5 from the keyword, 5 from the category) in about 30 seconds. Raise maxProductsPerSource (30 by default) to take everything the page shows.

Input

Input	What it does
keywords	Search phrases, read from TikTok Shop's own keyword pages (US shop).
urls	Product, store, category or keyword links, or bare product ids.
categories	TikTok Shop's top-level categories (beauty-personal-care, phones-electronics, ...). On their own they are read as category pages; with keywords or links they filter the products. See Filter by category. Off by default.
country	US (default) or GB for keywords, categories and bare product ids. Links keep their own country.
maxProductsPerSource, maxProducts	Products per keyword, store or category page (30 by default), and per run (500 by default).
includeDetails	Open each product's own page for variants, stock, category path, specifications and shop stats. Same price.
onlyNew, onlySold	For daily schedules: only products not returned before, or only products that sold since the last run.
minPrice, maxPrice, minRating, minSoldCount	Filters on the product's own values.

Output

Group	Fields
Product	productId, title, url, imageUrl, brand, labels (TikTok's promo labels such as "Flash sale", "Free shipping"), market, status, detailLevel (listing or full)
Price	price, priceMax, originalPrice, discountPercent, currency
Sales	soldCount (exact lifetime units, not "54.3K"), soldSinceLastRun, soldPerDay, previousSoldCount, previousCheckedAt
Revenue estimates	estRevenuePerDay, estRevenueSinceLastRun, estLifetimeRevenue (estimates at today's price, see below)
Reviews	rating, reviewCount, ratingBreakdown (5 to 1 star counts, with full details)
Shop	shopName, shopId, shopUrl; with full details also shopRating, shopReviewCount, shopFollowers, shopSoldCount, shopProductCount
Full details	variants (each with price, stock and whether it can be bought), variantCount, stockTotal, categoryPath, categoryId, specifications, description, images, freeShipping, shippingFee, deliveryDaysMin, deliveryDaysMax
Source	sourceType, sourceInput (which keyword or link found it), scrapedAt, rank (position within that keyword or link)

Full details come from each product's own page: turn on includeDetails, or give product links (they always get full details). Listing rows may already carry a few of these fields, such as variantCount and freeShipping, when the listing shows them.

One real row (US shop, keyword "lip gloss", run on 2026-10-18 by a task that also ran two days earlier, shortened):

{
  "status": "ok",
  "productId": "1732023559119082090",
  "title": "Long-Lasting Moisturizing Lip Gloss Set, Non-Sticky Formula, High-Shine Glossy Finish...",
  "url": "https://shop.tiktok.com/us/pdp/kisssomeone-long-lasting-moisturizing-lip-gloss-set-high-shine/1732023559119082090",
  "market": "US",
  "currency": "USD",
  "price": 14.01,
  "soldCount": 2023,
  "soldSinceLastRun": 12,
  "previousSoldCount": 2011,
  "previousCheckedAt": "2026-10-16T03:12:10.000Z",
  "soldPerDay": 5.7,
  "rating": 4.5,
  "reviewCount": 166,
  "shopName": "Lihe Supply Chain Fa",
  "shopUrl": "https://shop.tiktok.com/us/store/lihe-supply-chain-fa/8647191398868816490",
  "brand": "KissSomeone",
  "variantCount": 6,
  "sourceType": "keyword",
  "sourceInput": "lip gloss",
  "detailLevel": "listing"
}

soldSinceLastRun is null the first time a product is returned to you. From the next run on it holds the units sold in between, with previousSoldCount, previousCheckedAt and soldPerDay next to it. A count that goes down (TikTok excludes cancelled and returned orders) is reported as 0 sold, never a negative number.

The dataset has four views (Products, Sales since last run, Full details, Revenue estimates) and exports to JSON, CSV, Excel or HTML. The run's SUMMARY record says how many products each filter left out and which pages TikTok refused.

Pricing

You pay per product returned. There is no charge for Apify platform usage on top, and proxies are included. Full details cost the same per product.

Row	Free and Starter	Scale	Business
Product	$1 per 1,000	$0.75 per 1,000	$0.55 per 1,000

Plus $0.00005 per run start. Apify's free $5 monthly credit covers about 5,000 products. Free-plan runs return up to 100 products per run; any paid Apify plan removes the cap.

What's free: keywords or links with no products, pages TikTok wouldn't show (including product links behind a puzzle check), products skipped by onlyNew or onlySold, products left out by a price, rating, sales or category filter (including products whose category TikTok won't show), and the same product found by two of your keywords or links (charged once per run). To cap a run's spend, set maxProducts or Maximum cost per run in the run options.

Limits

• 5 to 30 products per page. The Actor reads what TikTok shows a logged-out visitor when the page opens: usually 25 to 30 per keyword and 10 to 20 per category or store. TikTok puts a puzzle check in front of its "load more" requests, and the Actor doesn't solve those, so it doesn't scroll. For more products, add more keywords (long-tail phrases work), sub-categories or stores.
• US and UK only. The UK shop has no keyword pages for logged-out visitors, so use categories, category links or store links there. The category list is the same in both shops. TikTok Shop in Singapore, Malaysia, Thailand, Vietnam, Indonesia, the Philippines, Japan, Mexico and Brazil shows logged-out visitors a puzzle check instead of any page. The Actor tries once and the run ends saying so, with nothing charged.
• Some product pages are not public. TikTok answers some product pages with a puzzle check for every logged-out visitor: about a quarter of US product pages in our tests (more in some niches) and most UK ones. Those products still come back with their listing data (price, sold count, rating, shop), just without the full details, and the run's message counts them.
• The category filter on keyword and store results reads each product's page. Keyword and store pages don't say which category a product is in, so the Actor opens each product's own page to check. Those runs are slower, and a product whose page TikTok keeps behind a puzzle check is left out (and not charged), since its category can't be checked. Products from category pages and category links are decided from the page itself, with no extra loads.
• categories takes top-level categories only (28 of them). For a narrower one, such as Makeup or Skincare, paste its category link into urls.
• Sold counts are TikTok's own and count all-time units across the shop.
• Speed: 6 pages load at a time at the default 2 GB memory. A listing page takes about 15 seconds; full details add one product page per product, so they are slower.
• No reviews or reviewer names, no buyer data, nothing behind a login.

Filter by price, rating and sales

Find products worth stocking or promoting in one run, and pay only for those:

{"keywords": ["lip gloss", "phone case"], "minPrice": 10, "maxPrice": 40, "minRating": 4.5, "minSoldCount": 1000}

• minPrice / maxPrice: in the shop's own currency (US dollars in the US shop, pounds in the UK shop).
• minRating: stars, 0 to 5. Products with no rating yet are left out.
• minSoldCount: all-time units sold, compared with the exact soldCount column.

A product outside a filter is left out before it is stored, so it is never charged. With includeDetails on, the listing's own values are checked first, so a product it already rules out costs no product-page load.

Revenue estimates

Every row carries three revenue estimates, worked out from fields the row already has, at no extra cost:

Field	Estimate
estRevenuePerDay	price × soldPerDay
estRevenueSinceLastRun	price × soldSinceLastRun
estLifetimeRevenue	price × soldCount

They are estimates at the current price, in the shop's own currency. TikTok shows today's price, not what each unit sold for, so discounts, variant prices, returns and past price changes are not in them. Read estLifetimeRevenue as a rough size, not booked sales. An estimate is null when a value it needs is missing: estRevenuePerDay and estRevenueSinceLastRun start from the second run of the same task, like soldPerDay.

Sort and rank

sortBy orders the products from each keyword, category, store or link:

• soldCount: most units sold first.
• soldPerDay: fastest sellers first (needs an earlier run of the same task; products without a figure go last).
• price: lowest price first.
• rating: highest rating first.

{"keywords": ["lip gloss"], "sortBy": "soldCount", "maxProductsPerSource": 10}

The whole page is sorted before maxProductsPerSource applies, so a limit keeps the top products on the page, not the first ones. Products missing the sort value go last. Every row also gets rank: 1, 2, 3 within the keyword or link that found it, after sorting and filters. Without sortBy, rows keep TikTok's page order and rank follows it. Sorting happens within each source; rows from different keywords are not mixed. If a run stops early (time limit or charge limit), rows not yet delivered can come out in a second, separately sorted batch.

Filter by category

Pick one or more of TikTok Shop's 28 top-level categories in categories (the Categories field in the form).

On its own, it reads each category's logged-out TikTok Shop page and returns the products TikTok shows there (10 to 20 per category):

{"categories": ["beauty-personal-care", "health"], "country": "US"}

With keywords or links, it keeps only their products that are in one of the categories:

{"keywords": ["phone case", "wireless earbuds"], "categories": ["phones-electronics"]}

How each product is checked:

• From a category page or category link: the page says which category it belongs to, so its products are kept or left out with no extra page loads.
• From a keyword or store page: those pages don't name a category, so the Actor opens each product's own page and reads its category path. The products that pass come back with full details (categoryPath, variants, stock) at the same price.
• A product whose category can't be read (TikTok keeps its page behind a puzzle check) is left out, since it can't be shown to match.

Products left out are never charged, and the run's message and SUMMARY record count them. If no product matches, the run ends with a message saying so and nothing is charged. Category names in the input can be the value (beauty-personal-care) or the plain name (Beauty & Personal Care).

Only new since last run, and schedules

Save your input as a task and schedule it daily under Schedules in Apify Console. Each run compares every product's sold count with the last time that task returned it, so soldSinceLastRun is units sold in the last day, and the Sales since last run view sorts straight into a winners list.

• onlySold: true returns only products whose sold count moved since the last run, so a daily run charges you for the movers, not the whole list. Products seen for the first time are always returned.
• onlyNew: true returns only products this task has never returned before: new listings in your niche.

The memory is kept per saved task (runs without a task share one memory per account) and holds up to 100,000 products. Only products that were returned and charged are remembered.

Integrations: API, n8n, Make and AI agents

API. Run it and get the rows back in one call:

curl -X POST "https://api.apify.com/v2/acts/locaihost~tiktok-shop/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"keywords": ["lip gloss", "air fryer"], "minSoldCount": 1000}'

Apify's API clients for Python and JavaScript work the same way.

n8n, Make, Zapier, Google Sheets, Slack, webhooks. Apify's built-in integrations send each run's dataset wherever you need it, for example a daily sheet of the products that sold most since yesterday.

AI agents (MCP). Add this Actor to Claude, Cursor or any MCP client with https://mcp.apify.com/?tools=locaihost/tiktok-shop, then ask something like "Which air fryers on TikTok Shop US have sold over 1,000 units and are rated 4.5 or higher?"

FAQ

How much does it cost to scrape TikTok Shop?

$1 per 1,000 products on the Free and Starter plans, less on Scale and Business, with full details at the same price. Apify's free $5 monthly credit covers about 5,000 products.

Can I use it through the API or from Python?

Yes. Use the run-sync-get-dataset-items call above, or Apify's Python and JavaScript clients. Every run's data is also available as JSON, CSV or Excel from its dataset.

Can I use it from an AI agent?

Yes. Through the Apify MCP server (https://mcp.apify.com/?tools=locaihost/tiktok-shop) any MCP client can call it with keywords or links and read the rows back.

Do I need a TikTok account?

No. The Actor never logs in and never uses cookies from an account.

Is it legal to scrape TikTok Shop?

The Actor reads public product, store, category and keyword pages the way a logged-out shopper sees them. It collects no personal data about buyers or reviewers and nothing behind a login. TikTok's terms restrict automated access, so check that your use fits them and the laws where you work. You are responsible for how you use the results.

Can I filter by category?

Yes. Pick TikTok Shop categories in categories: on their own they are read as category pages, and with keywords or links they keep only the products in those categories. Products outside them are not charged. See Filter by category above.

Why are some fields empty?

Listing rows (detailLevel: "listing") don't have variants, stock, category, specifications or shop stats: turn on includeDetails for those. A product whose page TikTok keeps behind a puzzle check stays at listing level. soldSinceLastRun is null the first time a product is returned to you, and originalPrice/discountPercent are empty when there is no discount.

More from locaihost data

• TikTok Trends Scraper: top ads and trending hashtags by country, to see what's being promoted.
• TikTok Creator Vetting: engagement rate and brand-deal share for creators who could sell your products.
• Google Trends Scraper: check whether demand for a product is growing in search too.

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Support

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