TikTok Shop Product Scraper

Scrape US TikTok Shop product pages as clean structured JSON - title, description, brand, status, price, original price and discount, sold count, rating with the star distribution, review count, categories, images, option groups and variants with stock, specifications, shipping (fee, free shipping, delivery days and estimate), promotion labels, the seller (rating, followers, total sales, product / video / review counts, service scores, business name and address) and the top reviews the page shows. Many products in one run. No TikTok account, no login, no cookies.

Features

• Any product input - a tiktok.com/shop/pdp/... URL, a shop.tiktok.com/us/pdp/... link, a /view/product/ link or the bare numeric product id.
• Pricing and promotions - current and original price, discount percent, price range for multi-variant products, promotion labels.
• Variants with stock - every SKU with its options, price, original price, stock and purchase limit.
• Demand signals - sold count, rating, review count and the 1-5 star distribution.
• Shipping - fee, free shipping flag, delivery method, delivery days and estimated delivery dates.
• Seller profile - official-shop label, rating, followers, total sold, service scores (positive feedback, on-time delivery, issue resolution, chat satisfaction), business name and address.
• Top reviews - rating, text, date, variant, verified purchase flag and review images.
• Deduplicated - the same product given twice (URL and id) is collected once.

Use cases

• Product research - find out what sells on TikTok Shop: sold counts, ratings, discounts and stock levels.
• Competitor monitoring - track price, discount and stock changes of competing products on a schedule.
• Seller due diligence - check a seller's service scores, sales volume and business details.
• Catalog and affiliate content - pull titles, images, specs and reviews into a database or a content pipeline.
• Pairs with TikTok Shop Search Scraper - search a keyword, category or store first, then enrich the product URLs it returns.

Input

Field	Type	Default	Description
products	array	an example product	US TikTok Shop product URLs or numeric product ids.
concurrency	integer	3	Products fetched at the same time (1-5).

Example input

{
  "products": [
    "https://www.tiktok.com/shop/pdp/goli-ashwagandha/1729527313880355335",
    "1732224050708320653"
  ]
}

Output

One dataset item per product (lists and long values shortened):

{
  "productId": "1729527313880355335",
  "url": "https://shop.tiktok.com/us/pdp/ashwagandha-gummies-by-goli-ksm-66-mixed-berry-vegan-non-gm.../1729527313880355335",
  "region": "us",
  "title": "Goli Ashwagandha & Vitamin D Gummy - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten-Free & Gelatin Free. America's #1 Ashwagandha Brand",
  "description": "- Goli Nutrition has sold over 90 Million bottles of gummy vitamins...",
  "status": "on_sale",
  "available": true,
  "brand": "Goli",
  "price": {"current": 19.47, "original": 24.7, "discountPercent": 21, "currency": "USD", "display": "$19.47", "isRange": false, "min": 19.47, "max": 19.47},
  "soldCount": 1303759,
  "rating": 4.5,
  "reviewCount": 94544,
  "ratingDistribution": {"1": 5783, "2": 1519, "3": 3730, "4": 7820, "5": 75692},
  "categories": [{"id": "700645", "name": "Health", "level": 1, "leaf": false}],
  "images": ["https://p16-oec-general-useast5.ttcdn-us.com/...webp"],
  "options": [{"id": "6936867571236914946", "name": "Size", "values": [{"id": "7021563638729410310", "value": "1 Bottle", "image": null}]}],
  "variants": [{"skuId": "1729527298861535751", "properties": {"Size": "1 Bottle"}, "price": 19.47, "originalPrice": 24.7, "discountPercent": 21, "currency": "USD", "stock": 338289, "available": true, "purchaseLimit": 200}],
  "specifications": [{"name": "Brand", "value": "Goli"}, {"name": "Container type", "value": "Bottle"}],
  "shipping": {"free": true, "fee": 0.0, "originalFee": 4.95, "method": "Standard shipping", "minDays": 4, "maxDays": 7, "estimatedDelivery": "Oct 7 - Oct 10"},
  "labels": ["Free shipping"],
  "seller": {
    "id": "7495794203056835079",
    "name": "Goli Nutrition",
    "url": "https://shop.tiktok.com/us/store/goli-nutrition/7495794203056835079",
    "rating": 4.6,
    "followers": 600834,
    "soldCount": 5770171,
    "productCount": 52,
    "label": "OFFICIAL SHOP",
    "businessName": "Goli Nutrition Inc.",
    "scores": [{"name": "On-time delivery", "value": "99%", "level": "Excellent"}]
  },
  "reviews": [{"id": "7660539805688432398", "rating": 5, "text": "More straight, more healthy than ever...", "date": "2026-07-09T14:46:53Z", "verifiedPurchase": true, "variant": "1 Bottle"}],
  "input": "https://www.tiktok.com/shop/pdp/goli-ashwagandha/1729527313880355335"
}

The key-value store also holds ERRORS - products that could not be read (unknown or removed product, not sold in the US, not a product URL, blocked) with the reason. These are not billed.

Pricing

$1.50 per 1000 products. You pay only for products delivered; failed products are not charged.

Notes

• Only the US TikTok Shop is supported. Links to other markets (UK, other countries) and products not sold in the US end up in ERRORS.
• reviews holds the top reviews TikTok shows on the product page, not every review.
• Image links point at TikTok's CDN and can expire; download the files you need soon after the run.