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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
}

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.