TikTok Shop Scraper | $3/1K | Products, Variants, Sales & Hot-Product Score

Scrape TikTok Shop product pages in real time via direct SSR — no third-party backend. Extract title, rating, review count, units sold, variants/SKUs with live stock, images, specifications, seller and shipping info — plus a 0-100 hot-product score for dropshipping research. Live data, not cached.

Key Features

• Direct SSR engine — no third-party scraper; product JSON parsed straight from TikTok's page (Apify residential US proxy + Chrome TLS impersonation)
• Variants/SKUs with real stock — per-SKU available quantity, weight, dimensions, properties
• Rating, review count, total units sold (sales velocity)
• Images gallery, product specifications, full description
• Seller name & ID, shop logo
• Shipping — free-shipping flag, fee, delivery name
• Discount % and currency
• Hot-product score (0-100) + tier + reasons (sold volume × rating × reviews × shipping)
• Accepts product URLs or bare numeric IDs; per-product retry with a fresh IP

Input

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

Field	Type	Description
productUrls	string[]	TikTok Shop product URLs or bare numeric IDs
maxConcurrency	int	Parallel requests (default 5)
timeout	int	Seconds per product (default 60)
maxRetries	int	Retries with fresh IP on block (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",
  "discountPercent": "40%",
  "priceMasked": true,
  "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"]
}

Price note

TikTok masks the exact price digits on logged-out product pages, so product mode returns the discount %, currency and a masked indicator (priceMasked: true) rather than an exact figure. The exact price is exposed by TikTok's search/category endpoints — a Search mode is planned.

Use Cases

• Dropshipping research — surface validated bestsellers by hot-product score and sold volume
• Inventory/variant intelligence — per-SKU stock and weights
• Competitor & trend analysis — 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

• US TikTok Shop products; residential US proxy used automatically.
• Only public product data is extracted.