Tiktok Shop Analytics

Extract TikTok Shop product data, seller intelligence, and creator/affiliate analytics. Calculate trending scores, analyze sales data, and identify top-performing affiliates.

Features

• Product Scraping: Search products by keyword, category, or specific URLs
• Trending Analysis: Calculate trending scores based on sales, ratings, reviews
• Seller Intelligence: Extract seller profiles and product catalogs
• Affiliate Discovery: Find creators promoting products via hashtags
• Creator Analytics: Engagement rates, follower tiers, affiliate potential scores

Use Cases

• Dropshipping Research: Identify products with high sales velocity
• Competitive Intelligence: Monitor competitor products and pricing
• Influencer Outreach: Identify creators for affiliate partnerships
• Market Research: Understand trending categories and price points
• Product Sourcing: Research products with strong sales metrics

Data Types

Products

Field	Description
productId	TikTok Shop product ID
title	Product title
price	Current price
originalPrice	Original price (before discount)
discount	Discount percentage
rating	Star rating (1-5)
reviewCount	Number of reviews
soldCount	Units sold
sellerName	Seller/store name
trendingScore	Calculated trending score (0-100)
trendingSignals	Specific viral indicators

Sellers

Field	Description
username	Seller username
displayName	Display name
followers	Follower count
verified	Verification status
hasShop	Has TikTok Shop
products	Product catalog (if requested)

Creators (Affiliates)

Field	Description
username	Creator username
followers	Follower count
engagementRate	Likes/followers ratio
affiliateScore	Affiliate potential (0-100)
affiliateTier	mega/macro/mid-tier/micro/nano
hasShop	Has product showcase
contactEmail	Contact email (if available)

Trending Score Calculation

Products are scored 0-100 based on:

• Sales velocity (40%): Units sold
• Review count (20%): Customer engagement
• Rating (15%): Product quality
• Price point (15%): Viral sweet spot ($15-35)
• Discount (10%): Deal attractiveness

Affiliate Tiers

Tier	Followers
Mega	1M+
Macro	100K-1M
Mid-tier	10K-100K
Micro	1K-10K
Nano	<1K

Example Input

Find Trending Products

{
    "dataTypes": ["products"],
    "searchQuery": "viral skincare",
    "region": "US",
    "maxProducts": 100,
    "enableTrendingAnalysis": true
}

Discover Affiliates

{
    "dataTypes": ["affiliates"],
    "hashtag": "#TikTokMadeMeBuyIt",
    "maxCreators": 50,
    "enableCreatorAnalysis": true
}

Full Analysis

{
    "dataTypes": ["products", "sellers", "affiliates"],
    "searchQuery": "kitchen gadgets",
    "hashtag": "#AmazonFinds",
    "region": "US",
    "maxProducts": 50,
    "maxCreators": 30,
    "enableTrendingAnalysis": true,
    "enableCreatorAnalysis": true
}

Regions Supported

• US - United States
• UK - United Kingdom
• ID - Indonesia
• TH - Thailand
• VN - Vietnam
• MY - Malaysia
• PH - Philippines
• SG - Singapore

Tips

1. Use residential proxies - TikTok has aggressive anti-bot measures
2. Start with smaller limits - Test with 10-20 items first
3. Combine data types - Products + affiliates gives best insights
4. Try popular hashtags - #TikTokMadeMeBuyIt, #AmazonFinds, #TikTokShop
5. Check trending scores - Focus on products with 60+ trending score

Pricing

This actor uses compute units based on:

• Number of pages scraped
• Playwright browser usage
• Proxy costs (if using Apify proxies)

Estimated: ~0.5-2 compute units per 100 products

Legal Notice

This actor scrapes publicly available data from TikTok. Users are responsible for ensuring their use complies with TikTok's Terms of Service and applicable laws. Data should be used for research and analysis purposes only.

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