TikTok Shop Search Data Scraper

This web scraping actor is designed to efficiently and systematically extract detailed product listing data from TikTok Shop's search results. It collects crucial information such as product titles, prices, seller names, ratings, review counts, product descriptions, image URLs, video URLs, and potentially unique product identifiers or URLs. This comprehensive data is invaluable for a range of applications, including market research, competitive analysis, identifying trending products and profitable niches, monitoring competitor pricing and promotions, sourcing new suppliers, and informing product development strategies. By providing access to granular insights from the TikTok Shop ecosystem, this actor empowers businesses to make data-driven decisions, optimize their e-commerce strategies, and gain a significant competitive advantage in the rapidly evolving social commerce landscape.

Features

• Product Catalog Extraction: Retrieves detailed information on all products listed in TikTok Shop search results, enabling comprehensive market analysis and competitor product discovery.
• Pricing and Discount Intelligence: Captures real-time pricing, sale prices, and discount percentages, allowing for competitive pricing strategies and identification of profitable product opportunities.
• Seller Performance Metrics: Gathers data on seller ratings, review counts, and fulfillment status, aiding in identifying reputable suppliers and high-quality products.
• Trend Identification: Analyzes search result order and product popularity to identify trending items and emerging consumer demands within specific niches.
• Content and Keyword Analysis: Extracts product titles, descriptions, and associated keywords, providing insights into effective marketing language and search optimization strategies.
• Inventory and Availability Monitoring: Tracks product stock levels and availability, crucial for proactive inventory management and avoiding stock-outs for businesses sourcing products.

Output Fields

Field Name	Type	Description
biz_type	boolean	Indicates if the business type is relevant (often indicates if it's a shop listing or other content).
category1	string	The primary category of the product.
category2	string	The secondary category of the product.
category3	string	The tertiary category of the product.
comment_rate	float	The rate of comments for the product.
commission_rate	string	The commission rate for selling the product.
country_code	string	The country code where the product is listed.
currency	string	The currency used for pricing.
export	boolean	Indicates if the product is eligible for export.
first_time	integer	Timestamp of when the product was first listed or recorded.
free_shipping	boolean	Indicates if the product offers free shipping.
id	string	Unique identifier for the product.
images_privatization	array of strings	A list of private image URLs for the product.
last_time	string	The last time the product information was updated (human-readable format).
last_time_stamp	integer	The last time the product information was updated (Unix timestamp).
like	boolean	Indicates if the product is liked or favored.
max_price	float	The maximum price of the product.
min_price	float	The minimum price of the product.
monitor	boolean	Indicates if the product is being monitored.
price	string	The price of the product, including currency symbol.
price_usd	string	The price of the product in USD, including currency symbol.
product_rating	float	The average rating of the product.
product_status	boolean	Indicates if the product is currently available or active.
rank	integer	The rank of the product in search results or a specific list.
related_author	integer	Identifier for related authors or sellers.
related_videos	integer	Identifier for related videos.
sale_props	array of objects	An array of sale properties for the product, including their values.
seller_avatar_privatization	string	Private URL for the seller's avatar.
seller_id	string	Unique identifier for the seller.
seller_name	string	The name of the seller.
ship_from	string	The location from which the product is shipped.
shop	object	An object containing details about the shop.
shop.shop_id	string	Unique identifier for the shop.
shop.shop_logo_privatization	string	Private URL for the shop's logo.
shop.shop_name	string	The name of the shop.
shop.shop_status	boolean	Indicates if the shop is active.
skus	array of objects	An array of stock keeping units (SKUs) for the product.
skus.currency	string	The currency for the SKU price.
skus.price	float	The price of the SKU.
skus.price_str	string	The price of the SKU, as a string with currency symbol.
skus.price_usd_str	string	The price of the SKU in USD, as a string with currency symbol.
skus.sku_id	string	Unique identifier for the SKU.
skus.sku_sale_props	array of strings	Sale properties associated with the SKU.
skus.stock	integer	The stock quantity for the SKU.
sold_count	integer	The total number of units sold.
sold_count_str	string	The total number of units sold, formatted as a string.
stock	integer	The total stock available for the product.
title	string	The title or name of the product.
total_sales	string	The total sales value of the product.
total_sales_usd	string	The total sales value of the product in USD.
user_id	string	Unique identifier for the user associated with the product or listing.
week_sales	string	The sales value of the product in the last week.
week_sales_usd	string	The sales value of the product in USD in the last week.
week_sold_count	integer	The number of units sold in the last week.
week_sold_count_str	string	The number of units sold in the last week, formatted as a string.

Possible Usage of the Actor

• Competitor Product Pricing Analysis: Monitor competitor product prices in real-time to inform dynamic pricing strategies and identify pricing gaps.
• Trend Identification and Forecasting: Analyze trending keywords, product categories, and search volumes to predict emerging consumer demands and popular product niches.
• Product Sourcing and Discovery: Identify high-demand, underserved, or newly popular products to inform sourcing decisions for e-commerce businesses or dropshippers.
• Influencer Marketing Campaign Optimization: Discover popular products promoted by influencers and analyze their search performance to inform outreach and campaign strategy.
• Keyword Strategy Development for Product Listings: Understand the exact search terms customers use to find products, enabling optimization of product titles, descriptions, and tags for better organic visibility.
• Market Gap Identification for New Product Development: Uncover niche product categories with significant search interest but limited competitive offerings, guiding innovation and new product launches.

Example Output

{
  "biz_type": false,
  "category1": "Beauty & Personal Care",
  "category2": "Nasal & Oral Care",
  "category3": "Teeth Whitening\t",
  "comment_rate": 0.0163,
  "commission_rate": "10.00%",
  "country_code": "US",
  "currency": "USD",
  "export": false,
  "first_time": 1691657326843,
  "free_shipping": true,
  "id": "1729388303591248135",
  "images_privatization": [
    "fd05c016-dac1-4093-999b-1ef3b4509243-20241006.jpeg"
  ],
  "last_time": "2025-10-01 04:05:14",
  "last_time_stamp": 1759291514978,
  "like": false,
  "max_price": 8.99,
  "min_price": 8.99,
  "monitor": false,
  "price": "$8.99",
  "price_usd": "$8.99",
  "product_rating": 4.5,
  "product_status": true,
  "rank": 1,
  "related_author": 1175,
  "related_videos": 1871,
  "sale_props": [
    {
      "has_image": false,
      "prop_name": "Specification",
      "sale_prop_values": [
        {
          "image": "",
          "prop_value": "Default"
        }
      ]
    }
  ],
  "seller_avatar_privatization": "154a3805-511d-4ec4-b770-43efcad17c5b-20240911.jpeg",
  "seller_id": "7495134783373216007",
  "seller_name": "GuruNanda LLC",
  "ship_from": "local",
  "shop": {
    "shop_id": "7495134783373216007",
    "shop_logo_privatization": "shop/bfb1bc96-aad6-4176-9d5d-b13d63dd1fb9-20250115.jpeg",
    "shop_name": "GuruNanda LLC",
    "shop_status": true
  },
  "skus": [
    {
      "currency": "USD",
      "price": 9.99,
      "price_str": "$9.99",
      "price_usd_str": "$9.99",
      "sku_id": "1729388303591313671",
      "sku_sale_props": [
        "Default"
      ],
      "stock": 47361
    }
  ],
  "sold_count": 943022,
  "sold_count_str": "943.0K",
  "stock": 0,
  "title": "GuruNanda Whitening Strips, 7-day treatment (7 Packets - 2 Strips per pack)- Enamel-Safe Strips for Sensitive Teeth - Non-Slip, Dry Strip Technology",
  "total_sales": "$8.48M",
  "total_sales_usd": "$8.48M",
  "user_id": "6701900129672332293",
  "week_sales": "$267.24K",
  "week_sales_usd": "$267.24K",
  "week_sold_count": 29726,
  "week_sold_count_str": "29.7K"
}