TikTok Shop Search Pro: Products, Sales & GMV

Get TikTok Shop sales and TikTok Shop GMV data by keyword: search US TikTok Shop and get every product in the results with units sold, estimated GMV, price, rating, review count, seller and search rank. Use it as a TikTok Shop scraper and product search API for product research, competitor tracking and dropshipping sourcing. Rows are saved page by page, so the first products show up seconds into the run.

One Actor for every way in: keywords, categories, product links or IDs (the full product page: all images, video, category, brand, variants with stock, shipping, seller rating and the top 3 reviews), shop links (a shop's catalog). Turn on Add product page details (free, included in the price) to get the same product page fields on keyword and shop rows too. US TikTok Shop, plus keyword search in Singapore, the Philippines, Thailand, Vietnam and Malaysia.

$4.50 per 1,000 products on the Free and Starter plans ($3.80 Scale, $3.15 Business). 100 products cost $0.45. No login, cookies or proxy setup needed.

Real rows from one chair search (US TikTok Shop, recorded 2026-09-24):

Product (name)	Shop (shopName)	Price (amount)	Sold (soldFormatted)	Est. GMV (estimatedGmv)	Rating (reviews)
HOMRELEXA Big and Tall Executive Ergonomic Office Chair	Homrelexa	from $239.99 (was $329.99)	3.3K	$783,567	4.6 (412)
Ecofurnix Gaming Chair, Ergonomic High-Back Office Desk Chair	HLFURNITURE	$98.98	3.3K	$328,911	4.6 (651)
Modern Height-Adjustable Ergonomic High Back Gaming Chair	Nestora-Home	from $92.27	151	$13,933	4.1 (22)
Verve Chair	Branch Furniture	from $778.70	2	$1,557	4.5 (125)

The first two chairs both show "3.3K sold", but the first has about 2.4× the sales in dollars. Sold count alone hides that; estimatedGmv shows it.

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What you get

Every product discovered is returned as a structured record containing:

• Product title and seller identity
• Sale price, original price and % off, plus per-SKU prices and the lowest/highest SKU price
• Min, max and average product price per seller (Shops dataset)
• Units sold (e.g. 3265, shown as 3.3K) and an estimated GMV (price × units sold)
• Ratings, review counts and units sold per review
• With product page details (free): all images, video, category, specifications, stock, shipping and delivery time, shop rating, the top 3 reviews and 5-to-1-star counts
• Global and page-level ranking position
• Direct product URL
• Seller aggregation across all results (Shops dataset)
• Deals subset for discounted products (Deals dataset)
• Optional change tracking: units sold since your last run, sales per day, price changes and newly listed products

Results are split across three datasets automatically: Products, Deals, and Shops — so your data is pre-organized the moment the run finishes.

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Who uses this

Ecommerce brands use it to map a category before launching — understanding who's already selling, at what price, and how well they're rated.

Amazon sellers use it to track TikTok Shop as a competing or complementary channel, monitor SKU-level pricing shifts, and identify white-label opportunities.

Dropshipping agencies use it to source winning products across multiple niches in bulk, with rating and review signals built in.

Market research teams use it to benchmark competitor catalogs, track price movements over time via scheduled runs, and build data pipelines for category intelligence.

Retail and wholesale buyers use it to identify top-performing sellers and products before approaching suppliers directly.

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Input

Field	Description	Default
queries	One or more keywords to search on TikTok Shop	["ergo chair"] when no links are given
productUrls	Product links (tiktok.com/shop/pdp/..., shop.tiktok.com/us/pdp/...) or product IDs: one row each, with the product page fields below	none
shopUrls	Shop links (tiktok.com/shop/store/...) or seller IDs: the shop's catalog	none
maxPagesPerQuery	Pages to fetch per keyword or shop (more pages = more results)	10
maxResultsPerQuery	Maximum unique products collected per keyword or shop	300 (the form starts at 100)
includeDetails	Add product page details to keyword and shop rows: the product page fields listed under Output fields, including the top 3 reviews. Free (included in the per-product price); reads about 4 product pages at once, so runs take longer. US store	false
region	Which TikTok Shop to search with keywords: US (every page TikTok Shop has), or SG, PH, TH, VN, MY: one page per keyword (about 20-30 products, local currency), the most those shops show without signing in. Links work for the US store only	US
sortBy	Keyword results in TikTok Shop's own order: relevance, bestsellers (TikTok Shop's best-seller ranking: big sellers first, not a strict order by units sold) or newest. TikTok Shop's search doesn't sort by price	relevance
categoryIds	TikTok Shop category links (tiktok.com/shop/c/...) or IDs, e.g. 849416 (Personal Care Appliances). With keywords: only products in these categories. Without keywords or links: lists each category's products (TikTok Shop's search for the category's name inside the category, up to about 100 per category, US store; a top-level category like Beauty & Personal Care needs one of its subcategories). Product page rows show a product's categoryLevel2Id	none

Filters (optional; products that don't pass are skipped and not charged):

Field	Description	Default
minSold / maxSold	Minimum / maximum lifetime units sold (a max finds new or rising products; products with no sales yet pass it)	not set
minPrice / maxPrice	Price range, in the market's currency (USD for the US)	not set
minRating	Minimum rating (1-5); unrated products are skipped. At 4 or more, TikTok Shop's own "4 stars & up" filter also narrows the search, so fewer pages are needed	not set
minReviews	Minimum review count	not set
onlyDiscounted	Only products on sale	false
minDiscountPercent	Only products at least this much off, e.g. 20 = 20% off or more	not set
onlyFreeShipping	Only products with free shipping	false
onlySellers	Keep only these shops: shop links, seller IDs or shop names (whole words, any case)	not set
excludeSellers	Skip these shops: shop links, seller IDs or shop names (whole words, any case)	not set
excludeTitleWords	Skip products whose title has one of these words or phrases (whole words, any case)	not set

Track changes — compare each run with the last one:

Field	Description	Default
trackChanges	Remember what each input returned and add the change fields below on the next run with the same input	false
historyStoreName	Key-value store that keeps the history (empty = one named after this Actor)	empty

Advanced — only adjust these if you have a specific reason:

Field	Description	Default
includeRawProduct	Attach the full raw product object to each output item	true for API calls (the form starts with it off)
requireAllQueryTokens	Only return products whose title contains every word in the query	false
minimumQueryTokenMatches	Optional: min words that must be in the title when the strict filter is off	not set (no filter)
requestTimeoutSec	Per-request timeout in seconds	30
maxFetchRetries	Retry attempts per page before skipping	5
queryRetryAttempts	Full query restarts on failure before giving up	5

Tip: for a cleaner, smaller dataset, set includeRawProduct to false. By default you get every product TikTok Shop shows for your keyword, in TikTok's order. To keep only products whose title contains every word of your keyword, turn on requireAllQueryTokens (you will get fewer products).

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Output fields

Field	Description
productId	Unique TikTok Shop product identifier
name	Full product listing title
slug	URL slug of the listing
shopName / sellerId / shopLogo	Seller shop name, shop ID and logo
price / priceFormat	Display price, e.g. $239.99 (for products with several SKUs, the lowest SKU price)
amount	Sale price as a number (USD)
originalPrice / originalPriceFormat	Price before discount
discountDecimal / discountFormat	Discount if on sale, e.g. 0.27 / 27%
discountPercent	Discount as a number, e.g. 27
priceMin / priceMax	Lowest and highest SKU price
currencyName / currencySymbol	Currency of the prices
sold	Units sold: the total sold count TikTok Shop shows on the listing
soldFormatted	Units sold in compact form, e.g. 3.3K (TikTok Shop's style, except whole thousands: 2K here, 2.0K on TikTok Shop)
estimatedGmv	Estimated gross merchandise value in the row's currency: amount × sold. An estimate: past sales are counted at today's price (the lowest SKU price for multi-SKU products)
rating	Average buyer rating (0–5 scale)
reviews	Review count as returned by TikTok Shop (text)
reviewCount	Review count as a number, for sorting and filtering
soldPerReview	Units sold per review (sold / reviewCount)
skus / skuCount	Per-SKU prices and the number of SKUs
rankOnPage	Position within its search page
rank	Position across all pages for this keyword
productUrl	Direct link to the product on TikTok Shop
image	Product cover image URL
query	The keyword that returned this product
matchedQueries	The keyword that found this product (one row and one charge per product; later keywords that found it again are listed in the run's OUTPUT under alsoFoundUnderLaterQueries)
page	Page number the product appeared on
searchRegion	Market used for the search (US, SG, PH, TH, VN or MY)
sourceUrl	TikTok Shop search page the product came from
scrapedAt	ISO 8601 timestamp of when data was collected
brand / freeShipping / sellerUrl	Brand (when TikTok Shop shows one), free-shipping label and the shop's link
inputType	keyword, category, shop or product: which input found the row
priceUsd / estimatedGmvUsd	Price and estimated GMV in USD. Outside the US they are converted at the day's exchange rate; the USD price filters use priceUsd
revenueTier	Estimated GMV in USD as a band: under $10K, $10K-100K, $100K-1M, $1M-10M, $10M+ (when the listing shows units sold)
tags	TikTok Shop's labels on the listing, e.g. Free shipping, Flash sale, Limited time deal
dealEndsAt	When a flash deal's countdown ends (only on listings running one, about 1 in 10)
verifiedShop	true when the shop has TikTok Shop's blue verified badge
transparentImage	Cut-out product picture on a transparent background, when TikTok Shop has one (about 6 in 10 listings)
rawProduct	Complete raw API payload (when includeRawProduct is on)
soldSinceLastScrape / soldPerDay / previousSold	Units sold since the last run with the same input, per day, and the count then (with trackChanges, from the second run on)
priceChange / previousPrice	Price change since the last run (with trackChanges)
firstSeenAt / newSinceLastScrape / previousScrapedAt	When this input first returned the product, whether it is new since the last run, and when that run was (with trackChanges)

Product link rows, and keyword and shop rows with includeDetails, also carry the product page: images / imageCount, video / videoDuration, category / categoryId / categoryPath / categoryLevel2Id, specifications, description, skus with variant names, stock and purchase limit, inStock, shippingFee / originalShippingFee, deliveryMinDays / deliveryMaxDays / deliveryEstimate, shipFrom, fulfilledByTikTok, shopRating, shopFollowers, shopProductCount, sellerBusinessName, topReviews (up to 3 reviews TikTok Shop shows on the page: reviewId, rating, text, reviewerName, date, verifiedPurchase, variant, country, images) and the star counts fiveStarReviews … oneStarReviews. With includeDetails, detailsStatus is ok, or failed when a product page couldn't be read (the row keeps its search fields). The Product details table view shows them.

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Running at scale

To collect large datasets, increase maxPagesPerQuery and maxResultsPerQuery. For ongoing monitoring, use Apify's built-in scheduler to run the actor on a daily or weekly cadence — results accumulate across runs so you can track price and ranking changes over time.

For multi-keyword research, add all your target queries to the queries list. Each keyword is searched independently and the results are merged into a single dataset with the source keyword attached to every record. A product found under several keywords is one row and one charge: query is the first keyword that found it, and the run's OUTPUT lists the later keywords that found it again (alsoFoundUnderLaterQueries).

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Reliability

No proxy setup is required from you. Standard runs handle collection reliability automatically.

If TikTok Shop refuses or doesn't answer and no products could be saved, the run fails with a status message that says so, so your integrations and alerts notice; no results are charged. If TikTok Shop simply has no products for your keyword, the run succeeds with 0 results and its status message says that instead.

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Frequently asked questions

How many products can I collect per run? Up to 5,000 per keyword. Most categories return 100–500 unique products before results repeat. The free Apify plan gets the same full run as paid plans. A run stops at the number of products your maximum cost per run pays for.

What does it cost? $4.50 per 1,000 products on the Free and Starter plans, $3.80 on Scale and $3.15 on Business, plus Apify's tiny Actor start fee ($0.00005). You pay only for products saved to the dataset.

Is the GMV an official TikTok number? No. TikTok Shop shows the lifetime units sold on each listing; we multiply it by the current price. Treat estimatedGmv as an estimate for ranking and comparing products.

Can I get reviews? Every product page row (product links, or includeDetails) has the top 3 reviews TikTok Shop shows on the page and the 5-to-1-star counts, at no extra cost. For every review of a product, use TikTok Shop Reviews Pro.

Can I get weekly or 30-day sales? Not directly: TikTok Shop's search results only show lifetime units sold. Schedule the same keywords daily or weekly and compare sold between runs to get sales per period.

Can I search multiple keywords at once? Yes — add as many keywords as needed to the queries field. Each is searched independently. A product found under several keywords is one row and one charge: query is the first keyword that found it, and the run's OUTPUT lists the later keywords that found it again.

Can I schedule this to run automatically? Yes. Use Apify's scheduler to run on any cadence. Pair with the Apify API or webhooks to pipe results into your own systems.

What regions are supported? US by default. Set region to SG, PH, TH, VN or MY to search those TikTok Shops: you get one page per keyword (about 20-30 products), prices in local currency, and product and seller links for that country's shop. Add more keywords for more products. Product and shop links work for the US store only. If that shop refuses a search, it's asked again on up to five more IPs, and the run goes on through every keyword as long as its searches bring products; refused searches are never charged. Only a run whose searches keep coming back refused or with no matching products stops early, and it says so in its status and in OUTPUT (stoppedEarly, plus a status for each keyword in summary). Other countries (UK, Japan, Indonesia, Brazil, EU) don't show TikTok Shop products without signing in.

Does this work with Apify integrations? Yes — results export directly to Google Sheets, Zapier, Make, BigQuery, and any tool connected via the Apify API.

Calling it via API? Use deepmine/tiktok-shop-search-pro (was sentry/tiktok-shop-search-pro before September 3, 2026), or the Actor ID Hr1hjEAGdYMr1RbUj, which never changed.

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Use case guides

Competitor product research

Add 3–5 keywords from your product category. Set maxResultsPerQuery to 500 and maxPagesPerQuery to 10. Run it. You'll have a full picture of who's selling in your niche, at what price, and with how many reviews — ready to export.

Best-seller research

Search your category, then sort the dataset by estimatedGmv or sold. The top rows are the products that have made the most money, not just the most units. Use the Shops dataset to see which sellers own the category.

Price monitoring

Set up a scheduled run with your target keywords on a daily cadence and turn on trackChanges. Each row then says how many units sold since the last run (soldSinceLastScrape, soldPerDay), how the price moved (priceChange) and whether the product is new (newSinceLastScrape). The Changes since last run table view shows them side by side.

Dropship product sourcing

Run broad category keywords with high page limits. Filter the output by sold, rating and reviewCount to surface proven products. Use the Shops dataset to identify sellers worth contacting directly.

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TikTok Shop Search Pro collects publicly available TikTok Shop search result data. Use in accordance with TikTok's terms of service and applicable laws in your jurisdiction.

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About

Built and maintained on Apify — the platform for web scraping and data extraction at scale. TikTok Shop Search Pro is part of a suite of TikTok data tools covering product search, affiliate products, seller catalogs, and shop reviews.

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