TikTok Shop Product Scraper

🛍️ TikTok Shop Product Scraper

Extract structured product data from TikTok Shop at scale — product detail pages, seller storefronts, full variant breakdowns, and live pricing. Built for resellers, market researchers, dropshippers, and brand-monitoring teams who need clean, ready-to-use TikTok Shop data without fighting anti-bot protection.

✨ Features

• 🏷️ Full product detail: title, description, brand, 4-level category path, images, videos, SKUs/variants, available stock, sold count, and promotion labels.
• 💸 Live pricing: current sale price, original price, discount percent, and currency — extracted from the rendered page so the numbers always match what shoppers see.
• ⭐ Reviews & ratings: overall rating score, review count, and 1–5 star distribution.
• 🏪 Shop / seller metadata: shop name, rating, followers, total products on sale, total sold, video count, and region.
• 🌍 Multi-country: United States, United Kingdom, Indonesia, Malaysia, Thailand, Singapore, Vietnam, Philippines — each in its native currency.
• 🔗 Three discovery modes: paste product URLs, drop in numeric product IDs, or point at seller storefronts to enumerate their catalogue.
• 🌱 Optional related-product fan-out: from any seed product, follow alternative-product and top-reviewed-product links to expand coverage automatically.

🛠️ How It Works

1. Pick an input mode
   • startUrls — paste TikTok Shop product or storefront URLs (https://www.tiktok.com/shop/pdp/... or https://www.tiktok.com/shop/store/...).
   • productIds — bulk-paste numeric product IDs and let the actor resolve each one.
   • sellerIds — provide a seller ID (with optional slug) and the actor harvests every product on that storefront.
2. Choose your countries — us is the default; add others to fetch the same product in multiple regions / currencies.
3. Run the actor — results stream into the dataset as JSON, one record per product. Failed pages are retried automatically and don't pollute the output.

⚙️ Input

All inputs are optional, but you must provide at least one of startUrls, productIds, or sellerIds so the actor has something to scrape.

Field	Type	Default	Description
startUrls	array	—	TikTok Shop URLs to scrape. Accepts product pages (/shop/pdp/<slug>/<productId>), the alt product path (/view/product/<productId>), and seller storefronts (/shop/store/<slug>/<sellerId>).
productIds	array	—	Bulk list of numeric TikTok Shop product IDs. The actor resolves each to its product detail page automatically.
sellerIds	array	—	Seller storefronts to enumerate. Each entry needs at least { "sellerId": "..." }; an optional slug produces a prettier canonical URL. The actor harvests every product on the storefront's first page.
countries	array	["us"]	Country codes for the TikTok Shop region. One of us, gb, id, my, th, sg, vn, ph. Each product/storefront is fetched once per country, and prices come back in the matching currency (USD, GBP, IDR, MYR, THB, SGD, VND, PHP).
expandRelated	boolean	false	After scraping each product, enqueue its alternative-product and top-reviewed-product entries. Each related product is scraped and saved to the dataset (billed accordingly). Combine with maxProducts to cap the budget.
maxProducts	integer	0	Stop after this many products have been saved. 0 means no cap. Useful as a safety ceiling when expandRelated is enabled.

Example input

{
    "startUrls": [
        { "url": "https://www.tiktok.com/shop/pdp/x/1729587769570529799" }
    ],
    "productIds": ["1729587769570529799", "1730946689312002567"],
    "sellerIds": [
        { "sellerId": "7495794203056835079", "slug": "goli-nutrition" }
    ],
    "countries": ["us", "gb"],
    "expandRelated": false,
    "maxProducts": 100
}

📊 Sample Output Data

[
    {
        "productId": "1729587769570529799",
        "sellerId": "7495794203056835079",
        "url": "https://www.tiktok.com/shop/pdp/x/1729587769570529799",
        "countryCode": "us",
        "title": "3 Bottles of Goli Ashwagandha & Vitamin D Gummy - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten & Gelatin Free",
        "brand": "Goli Nutrition",
        "categoryPath": [
            "Health",
            "Nutrition & Wellness",
            "Vitamins, Minerals & Wellness Supplements",
            "Vitamins Supplements"
        ],
        "price": 14.98,
        "originalPrice": 24.99,
        "discountPercent": 40,
        "currency": "USD",
        "currencySymbol": "$",
        "soldCount": 853744,
        "availableQuantity": 247869,
        "ratingScore": 4.7,
        "ratingCount": 71077,
        "ratingDistribution": { "1": 3225, "2": 762, "3": 1815, "4": 4656, "5": 60619 },
        "images": [
            "https://p16-oec-general-useast5.ttcdn-us.com/.../image-1.jpeg",
            "https://p16-oec-general-useast5.ttcdn-us.com/.../image-2.jpeg"
        ],
        "variants": [
            {
                "skuId": "1729587788239049223",
                "skuName": "ASW03",
                "propertyPairs": [{ "name": "Pack", "value": "3 Bottles" }],
                "availableQuantity": 247869,
                "isPreOrder": false
            }
        ],
        "shop": {
            "sellerId": "7495794203056835079",
            "shopName": "Goli Nutrition",
            "shopLink": "https://www.tiktok.com/shop/store/goli-nutrition/7495794203056835079",
            "shopRating": 4.6,
            "soldCount": 5310325,
            "onSellProductCount": 57,
            "reviewCount": 382362,
            "followersCount": 541437,
            "videoCount": 2479,
            "region": "US"
        },
        "source": "input",
        "scrapedAt": "2026-05-16T09:34:00.000Z"
    }
]

💡 Tips

• Discovery is storefront-driven: TikTok does not expose keyword search or category browse to scrapers. Seed the actor with product URLs/IDs you already know, or with seller IDs to enumerate full storefronts.
• Enable expandRelated to grow a small seed list into a much larger dataset — each PDP exposes alternative-product and top-reviewed-product links that the actor will follow. Each related product is scraped and saved (and billed) just like a seed.
• Use maxProducts as a hard ceiling when fan-out is enabled, so you never overshoot your budget.
• Multi-country runs fetch the same product once per country code in countries[] — useful for cross-region price monitoring.

Optimise your TikTok Shop research with the TikTok Shop Product Scraper today! 🚀