TikTok Shop Trend Tracker – Daily Sales & Growth

Find what's selling right now on TikTok Shop. This Actor returns TikTok Shop products with their daily sales history: units sold per day, estimated daily GMV (revenue), 7- and 30-day growth, a rising-product flag and the product's rank in its category.

Most TikTok Shop scrapers give you a snapshot: a title, a price and a rounded "10K+ sold". This Actor tracks the exact sold count of every product every day, so it can tell you how fast each product is selling and whether it is speeding up.

Who is it for

• Dropshippers and sellers looking for products to sell before they saturate.
• Brands and agencies watching competitors' products and shops.
• Analysts who need daily TikTok Shop sales estimates by category.

What you get

Field	Description
productId, title, url	The product on TikTok Shop.
price, currency	Current price.
soldCount	Exact units sold since the product was listed (TikTok shows it rounded, e.g. "22.1K sold").
unitsPerDay7d, unitsPerDay30d	Average units sold per day over the last 7 / 30 days.
gmvPerDay7d, gmvPerDay30d	Estimated revenue per day (units × price, day by day).
growth7dPct, growth30dPct	Change in units per day vs. the previous 7 / 30 days, in %.
isRising	true when growth is ≥ 50% with ≥ 5 units/day, or a product we found recently already sells ≥ 20 units/day.
categoryRank	Position by units per day (7 days) among the products we track in the same category.
historyDays	Days of history behind the metrics.
shopName, shopId, category, imageUrl	Shop and catalog details (when available).
scrapedAt	When the row was produced.

Real output from a run on 2026-11-04 (values verbatim, imageUrl omitted):

{
  "productId": "1732307386021548810",
  "title": "[Biodance Official] Collagen | PDRN Jelly Serum Mist — Advanced Jelly-to-Mist Skincare Spray for Flawless Instant Glass Skin Glow, 24-Hour Moisture Lock, Pore Minimizing, Deep Hydration, and Accelerated Skin Barrier Recovery",
  "url": "https://shop.tiktok.com/us/pdp/collagen-peptides-jelly-serum-mist-hydrating-anti-aging/1732307386021548810",
  "price": 24.7,
  "currency": "USD",
  "soldCount": 40506,
  "unitsPerDay7d": 269.14285714285717,
  "gmvPerDay7d": 6647.828571428571,
  "growth7dPct": 160.58091286307058,
  "isRising": true,
  "categoryRank": 32,
  "historyDays": 14,
  "shopName": "Biodance Store US",
  "category": "beauty-personal-care",
  "scrapedAt": "2026-11-04T00:19:18.228Z"
}

Metrics are null until there is enough history: 7 days for the 7-day metrics, 14 days for 7-day growth, 30 / 60 days for the 30-day ones.

How to use it

Discover products

Set Mode to discover and pick one or more categories and/or keywords.

• Categories: Beauty & Personal Care, Home Supplies, Kitchenware, Womenswear & Underwear, Health, Phones & Electronics.
• Keywords: match products whose title contains every word of the keyword, among the products this Actor tracks (it is not a live TikTok search).

Narrow the results with Minimum units per day, Maximum price and Only rising products. Results come sorted by units per day. Max items caps how many products you get (and pay for).

Track specific products or shops

Set Mode to track and paste TikTok Shop product URLs (https://shop.tiktok.com/us/pdp/...) or shop URLs (https://shop.tiktok.com/us/store/...). Tracked products join the daily crawl, so their history keeps growing even between your runs. The daily crawl follows a fixed number of products: the ones that sell the least may stop being followed. Their history is kept, and tracking them again resumes it.

Pricing

Pay only for the products you get:

Event	Price	When
Product with trend	$0.010	The product has 14+ days of history (full 7-day metrics and growth).
Product without enough history	$0.002	The product has less than 14 days of history.

Products that fail to load or that your filters remove are never charged. The run stops cleanly when it reaches your spending limit.

Limitations

• United States TikTok Shop only, for now.
• History starts the day each product entered our daily crawl, so a newly tracked product needs a few days before its metrics fill in.
• Shop URLs track the products on the first page of the shop.
• Category coverage comes from TikTok's own category listings, which show a rotating selection of products. It is not a complete catalog of TikTok Shop.
• Units per day are derived from TikTok's public cumulative "sold" counter, which excludes returns. GMV is an estimate (units × listed price).

Data and compliance

The Actor collects public product and shop information only: titles, prices, sold counts, ratings, categories. It does not collect buyers' or users' personal data, and it does not store reviews. You are responsible for using the data in line with TikTok's terms and applicable laws.

What your runs store. The products your runs look up (the product and shop URLs you track, and the products the Actor loads live in discover mode) are saved as public product data in the shared product history this Actor keeps. That is how their daily history grows, and other users' runs can return them too. Your input settings, keywords and account details are not stored there.

FAQ

Why are some metrics null? The product doesn't have enough days of history yet. See historyDays.

Is soldCount exact? Yes. TikTok Shop shows a rounded number on its pages; the Actor reads the exact counter.

Can I get other countries? Not yet. Mexico is next.