Country market
United States beauty rankings
The first production market planned for product-level K-Beauty rankings. National data only; no state or city breakdowns in the initial release.
No production ranking is claimed on this hub.A score appears only after the source records meet the published evidence threshold. Sample pages are labeled clearly.
Market source plan
Signals to collect
Each observation will store its source URL, market, category, collection date and data type.
Search signalGoogle Trends — U.S. relative search interest.
Retail signalAmazon U.S., Olive Young U.S., Sephora U.S. and Ulta public rankings.
Social signalTikTok Creative Center — U.S. trend signals.
Missing evidenceShown as N/A; no proxy value is invented.
Market rules
Comparable inputs only
- Compare products inside the same category and collection window.
- Store retailer-specific ranks separately before normalization.
- Use official product pages for size and SKU matching.
Next publishable page
National K-Beauty product ranking
The current page is a private sample with clearly labeled illustrative values.