TikTok Shop Data Extractor

This TikTok Shop Scraper actor comprehensively extracts publicly available data from TikTok Shop, providing valuable insights into product listings, seller information, and pricing trends. Specifically, it collects data such as product names, descriptions, prices (current and original), discount percentages, sales volumes, ratings, number of reviews, product URLs, seller names, seller location, shop URL, and related metadata. This data is invaluable for market research, competitive analysis, identifying trending products, monitoring pricing strategies, tracking seller performance, and understanding consumer sentiment within the TikTok e-commerce ecosystem, enabling informed business decisions and strategic advantages.

Features

• Product Details Extraction: Retrieves comprehensive product information (name, price, descriptions, images, videos, variations, sales data) for market analysis and competitor monitoring.
• Seller Data Collection: Gathers information about TikTok Shop sellers (shop name, follower count, product range, ratings) to identify potential partners or assess market saturation.
• Review and Rating Aggregation: Extracts product reviews and ratings to understand customer sentiment and identify product strengths/weaknesses.
• Trending Product Identification: Identifies top-selling and rapidly trending products to inform product development and marketing strategies.
• Category and Niche Specific Scraping: Allows targeted data extraction based on specific product categories or niches to focus research and analysis.
• Price Monitoring and Comparison: Tracks product price changes over time and compares prices across different sellers to optimize pricing strategies.

Output Fields

Field Name	Type	Description
shop_name	String	The name of the TikTok Shop.
shop_url	String	The URL of the TikTok Shop.
shop_id	String	The unique ID of the TikTok Shop.
total_products	Number	The total number of products listed in the shop.
follower_count	Number	The number of followers the shop has.
average_rating	Number	The average rating of the shop's products (if available).
rating_count	Number	The total number of ratings for the shop's products (if available).
product_list	Array	An array of objects, each representing a product in the shop. See Product Details below.
timestamp	String	The timestamp when the data was extracted (ISO 8601 format).

Product Details (within product_list array):

Field Name	Type	Description
product_name	String	The name of the product.
product_url	String	The URL of the product page.
product_id	String	The unique ID of the product.
price	Number	The price of the product.
discounted_price	Number	The discounted price of the product, if applicable.
currency	String	The currency of the product price (e.g., USD, EUR).
image_url	String	The URL of the product's main image.
rating	Number	The rating of the product (if available).
rating_count	Number	The number of ratings for the product (if available).
sales_count	Number	The number of sales for the product (if available).
description	String	A short description of the product.

Possible Usage of the Actor

• Trend Identification & Product Development: Identify trending product categories and specific product attributes (e.g., colors, features) popular on TikTok Shop to inform product development and sourcing decisions.
• Competitor Analysis & Benchmarking: Analyze competitors' best-selling products, pricing strategies, and marketing campaigns on TikTok Shop to benchmark performance and identify competitive advantages.
• Influencer Marketing Optimization: Track the performance of influencer collaborations (e.g., sales attributed, reach, engagement) to optimize influencer selection and campaign strategies.
• Sales Forecasting & Inventory Management: Predict future sales based on historical TikTok Shop data (e.g., seasonality, trending products) to optimize inventory levels and minimize stockouts or overstocking.
• Customer Segmentation & Targeted Advertising: Analyze customer demographics, purchasing behavior, and engagement patterns on TikTok Shop to segment customers and create highly targeted advertising campaigns within TikTok.
• Performance Monitoring & Optimization of TikTok Ads: Analyzing the sales conversion funnel and marketing spend to improve the ROI of future Tiktok marketing campaigns

Example Output

1{
2  "url": "https://www.tiktok.com/view/product/1729721254514234223",
3  "title": "Women's Colorblock Ribbed Knit Bucket Hat, 2024 New Style Casual Street Warm Fisherman Hat for Fall & Winter, Fashion Accessories for Women & Girls",
4  "available": true,
5  "description": "\u3010Unique Colorblock\u3011: The eye-catching colorblock pattern gives this bucket hat a distinct look, setting it apart from traditional solid-colored options. \u3010Warmth for Seasons\u3011: Made from medium-stretch textile, this hat effectively provides warmth, making it an ideal accessory for fall and winter wear. \u3010Fitted Comfort\u3011: Designed to fit snugly on the head, this bucket hat ensures a secure and comfortable fit during all your outdoor activities. \u3010Trendy Fisherman Style\u3011: With its modern fisherman silhouette, this hat combines practicality with a trendy touch, perfect for street fashion enthusiasts. \u3010Versatile Accessory\u3011: This bucket hat can easily complete various outfits, providing an effortless solution to elevate your wardrobe during colder months.",
6  "currency": "USD",
7  "initial_price": 16.19,
8  "final_price": 8.09,
9  "discount_percent": 50,
10  "initial_price_low": 16.19,
11  "initial_price_high": null,
12  "final_price_low": 8.09,
13  "final_price_high": null,
14  "sold": 294,
15  "colors": [
16    "Multicolor",
17    "multicolor2",
18    "multicolor3",
19    "multicolor4",
20    "multicolor5"
21  ],
22  "sizes": [
23    "one-size"
24  ],
25  "shipping_fee": 7.99,
26  "specifications": [
27    {
28      "title": "Gender",
29      "value": "Female"
30    },
31    {
32      "title": "Style",
33      "value": "Casual"
34    },
35    {
36      "title": "Hat Type",
37      "value": "Bucket Hat"
38    },
39    {
40      "title": "Material",
41      "value": "Textile"
42    },
43    {
44      "title": "Pattern",
45      "value": "Colorblock"
46    }
47  ],
48  "reviews_count": 31,
49  "reviews": [
50    {
51      "item": "Item: multicolor2, one-size",
52      "name": "k**5",
53      "rating": "5",
54      "review": "These hat fits good, the color nice \nThe quality of the material feels  thick and nice\nGood buy I would purchase again."
55    },
56    {
57      "item": "Item: multicolor2, one-size",
58      "name": "S**h G**y",
59      "rating": "5",
60      "review": "I really like this item. The colors are great and the hat fits perfectly. I love it"
61    }
62  ],
63  "store_details": {
64    "name": "DIDA Fashion Accessories",
65    "num_of_items": 49,
66    "url": "https://p16-oec-sg.ibyteimg.com/tos-alisg-i-aphluv4xwc-sg/dfa0912ba4b84335bc3cf556c32258c6~tplv-aphluv4xwc-resize-png:300:300.png?from=2422056039"
67  },
68  "images": [
69    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/527d6b5eef1c4b0daae5c46e98b4b29c~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=49549&refresh_token=5cd1f859528a080b50d8192826212aea&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
70    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/65febb97d4334ea29cbf97d0f398e80b~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=56216&refresh_token=4a626c3a241ff57f3a778512cff7a2f9&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
71    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/106afd3390c3433abdd6d9828c4a473e~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=1646&refresh_token=4f44b8b3d5991bb43e50825a7cff195d&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
72    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/b3eef2191f164f5fa4ada5bc0765a366~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=14023&refresh_token=7e978e0d90a4c043654f5fef439d7147&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
73    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/8ca0677f2c44448f9fe9fe5cd56cdcc4~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=13615&refresh_token=c0fcc41ddd5c049831e8af9f15f622c5&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
74    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/0a540903b10346049f2b5f4fc983a455~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=68539&refresh_token=9245035a55528b5da24ec0ff6116bc81&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
75    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/fc4989f8e27348e5bda44354eaad58a2~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=36007&refresh_token=15eff7e642673f14d44f9af09fd972e3&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
76    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/f43b65bae0684232a1d302d08e54b038~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=95238&refresh_token=3b8971927281164fbd82d8817a69ae70&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d",
77    "https://p16-oec-va.ibyteimg.com/tos-maliva-i-o3syd03w52-us/e4d4ee95447f4a79b3c169b19235360c~tplv-dx0w9n1ysr-resize-jpeg:800:800.jpeg?dr=10509&nonce=81660&refresh_token=1ee96b1c331548b1f83e4183ce520526&from=1826719393&idc=useast5&ps=933b5bde&shcp=0c9a6a4b&shp=6ce186a1&t=555f072d"
78  ],
79  "domain": "www.tiktok.com",
80  "videos": null,
81  "category": null,
82  "category_url": "https://www.tiktok.com/shop/c/hats/906248",
83  "id": "1729721254514234223"
84}