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Identify the fastest-growing TikTok creators in the U.S. beauty category in terms of product sales, and analyze their content and product strategies.
I am currently organizing the criteria for judging product sales growth of TikTok creators in the U.S. beauty category, and need to retrieve core data such as month-over-month growth rate of product sales GMV, single-session conversion efficiency, and correlation with follower growth for creators in this category from the beginning of 2026 to mid-May, to first screen a sample of creators with the highest growth rankings. Next, I will
The data crawling framework for TikTok platform U.S. beauty category creator product sales data is ready. It will directionally search for the fastest-growing product sales creator accounts recently, and simultaneously crawl data on dimensions such as their published content, partnered products, and conversion performance for strategy analysis.
Identify the fastest-growing TikTok creators in the U.S. beauty category, and analyze their content and product strategies.
Filter the list of creators with high product sales growth metrics
Query the e-commerce product sales related IDs of the creator
Get their upcoming viral, high-engagement product sales videos from the recent period
Analyze the composition and performance of the beauty products they sell
Analysis of their top 10 high-engagement product sales videos from the past 30 days shows the core tactics are as follows:
Due to a temporary malfunction of the TikTok Shop creator product detail API, full data such as the complete list of sold SKUs and sales structure cannot be obtained for now. The publicly available product characteristics confirmed so far are:
If complete data such as product sales structure, SKU share, and repurchase rate is required, supplementary queries can be made after the API is restored.
Identify the fastest-growing TikTok creators in the US beauty category and analyze their content and product strategies.