TikTok Shop Scraper — Price, GMV, Supplier, Velocity & Best Sellers [No Login]

Scrape TikTok Shop products and best-sellers in real time — no cookies, no login, no API key. Get the exact price, an estimated GMV/revenue, rating, reviews, units sold, variants/SKUs with live stock, images, seller and shipping — plus three things other TikTok Shop scrapers don't give you: the supplier's business name & address, live sales velocity (how fast it's selling right now), and a dropshipping profit & margin estimate. Ready-made result tabs let you jump straight to winning products, profit, suppliers or velocity.

Key Features

• Exact price — the real, unmasked price (competitors often return only a masked/approximate value)
• GMV / revenue estimate — estimated lifetime sales = exact price × total units sold
• 🏢 Supplier identity — the legal business name & address behind the shop (turn product research into supplier sourcing & lead gen). Unique to this actor
• 📈 Live sales velocity — units/day, revenue/day and a momentum tier (surging/hot/steady/slow) by comparing runs over time. The strongest "is it selling right now" signal
• 💰 Dropshipping profit — landed cost, suggested resale, profit per unit, gross-margin % and a viability flag — the "should I sell this?" answer
• Variants/SKUs with real stock — per-SKU available quantity, weight, dimensions, properties, plus variant options (size/color)
• 📦 Shipping & logistics — delivery time, package weight & dimensions, COD, shipping fee
• Rating, review count, total units sold; images gallery, specs, full description; seller name, ID & logo; discount %, original price, currency
• Hot-product score (0-100) + tier + reasons
• One-click result tabs — 🔥 Winning Products · 💰 Dropshipping Profit · 🏢 Suppliers & Leads · 📈 Sales Velocity · 📦 Shipping & Variants
• No cookies, no login, no API key — nothing to configure, nothing to expire
• Accepts product URLs or bare numeric IDs; automatic retry on temporary blocks

Input

{
  "productUrls": [
    "https://shop.tiktok.com/view/product/1729587769570529799",
    "https://www.tiktok.com/shop/pdp/1729587769570529799"
  ],
  "maxConcurrency": 5,
  "timeout": 60,
  "maxRetries": 3,
  "exactPrice": true
}

Field	Type	Description
productUrls	string[]	TikTok Shop product URLs or bare numeric IDs
trending	bool	Scrape the best-sellers ranking (no URL needed). Default false
trendingLimit	int	Max trending products (0 = all)
exactPrice	bool	Fetch exact price + compute GMV estimate (default true)
trackSalesVelocity	bool	Track how fast each product sells between runs (default true)
maxConcurrency	int	Parallel requests (default 5)
timeout	int	Seconds per product (default 60)
maxRetries	int	Retries on temporary blocks (default 3)

Output (abridged)

{
  "success": true,
  "productId": "1729587769570529799",
  "title": "3 Bottles of Goli Ashwagandha & Vitamin D Gummy...",
  "soldCount": 856480,
  "rating": 4.7,
  "reviewCount": 71059,
  "currency": "USD",
  "price": 44.98,
  "originalPrice": 74.94,
  "discountPercent": "40%",
  "priceMasked": false,
  "gmvEstimate": 38709563.1,
  "shopName": "Goli Nutrition",
  "sellerId": "7495794203056835079",
  "images": ["https://..."],
  "skus": [{ "skuId": "...", "skuName": "ASW03", "stock": 245755, "weight": "2.52" }],
  "variantCount": 1,
  "totalStock": 245755,
  "freeShipping": true,
  "shippingFee": "0",
  "hotProductScore": 85,
  "hotProductTier": "scorching",
  "scoreReasons": ["856,480 sold — proven bestseller", "4.7★ excellent rating", "71,059 reviews — high trust"]
}

Trending / best-sellers mode

Set trending: true (no product URL needed) to scrape TikTok Shop's live best-sellers ranking — the top viral products with rank, exact price, units sold, rating, seller, estimated GMV and hot-product score. One run surfaces today's winning products for dropshipping and trend research.

{ "trending": true, "trendingLimit": 30 }

Example output row:

{ "rank": 1, "title": "Toplux Magnesium Complex...", "price": 15.97, "originalPrice": 49.97,
  "discountPercent": "68%", "soldCount": 1800000, "rating": 4.6, "shopName": "Toplux Nutrition",
  "gmvEstimate": 28746000, "hotProductScore": 57, "productUrl": "https://shop.tiktok.com/view/product/..." }

Exact price & GMV estimate

With exactPrice enabled (default), each product returns the real price, originalPrice and a gmvEstimate (exact price × total units sold — an approximate lifetime revenue). If the price can't be resolved for a product, the item is still returned with priceMasked: true so nothing is lost.

Use Cases

• GMV / revenue intelligence — estimate a product's or seller's lifetime sales for competitive research (agencies pay for this)
• Dropshipping research — surface validated bestsellers by hot-product score and sold volume
• Inventory/variant intelligence — per-SKU stock and weights
• Competitor & trend analysis — exact price, ratings, reviews, sales velocity
• Seller benchmarking — shop and shipping signals
• Building TikTok Shop product databases

Pricing

• $0.003 per product ($3 per 1,000). Only successful scrapes are charged.

Notes

• Works out of the box — no proxy or key setup required.
• Only public product data is extracted.

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⚖️ Legal, Compliance & Acceptable Use

Please read this section carefully. By running this Actor you accept these terms.

Bottom line: this is a neutral, general-purpose software tool. It only retrieves information that is already publicly available. You — the user — decide what to search for and how to use the results, so you alone are responsible and liable for that use. The developer/operator of this Actor merely provides the tool and does not control, endorse, or take responsibility for what you do with it.

1. Public data only. The Actor accesses only publicly available information. It does not log in on your behalf, bypass access controls, or retrieve private, paywalled, or password-protected data.

2. You are the responsible party (data controller). For every run you start, you act as the data controller and are solely responsible for using the output lawfully. This includes having a valid lawful basis (for business/B2B use this is typically legitimate interest), honoring data-subject rights (access, correction, deletion, opt-out), and complying with all applicable laws and regulations — including, where relevant, the GDPR, UK GDPR, CCPA/CPRA, and similar privacy, marketing, and anti-spam laws (e.g. ePrivacy, CAN-SPAM, CASL, TCPA).

3. Not a Consumer Reporting Agency. This Actor and its operator are not a consumer reporting agency (CRA), and the output is not a "consumer report" under the U.S. Fair Credit Reporting Act (FCRA) or similar laws. You must NOT use it, in whole or in part, to decide a person's eligibility for credit, employment, housing/tenancy, insurance, or any other FCRA-regulated purpose.

4. Respect third-party terms. You are responsible for complying with the terms of service of any website or platform whose public data you choose to process, and with any applicable intellectual-property rights.

5. No warranty. The Actor is provided "as is", without warranty of any kind. Public data may be incomplete, outdated, or inaccurate — verify independently before relying on it. Availability of sources and fields can change at any time.

6. Prohibited use. Do not use this Actor or its output for stalking, harassment, discrimination, fraud, spam, or any unlawful or harmful purpose.

7. Indemnification. You assume all risk and liability arising from your use of this Actor, and you agree to defend, indemnify and hold the operator harmless from any and all claims, losses, fines, or liabilities — including reasonable legal fees — resulting from your use or misuse of the Actor or its output, or from your breach of these terms or of any law.

This section is general information, not legal advice. If you are unsure whether your intended use is permitted, consult your own legal counsel before running this Actor.