Research beta · Published research framework · Daily review cycleIndependent · No affiliate links
Country market

China beauty rankings

China will use domestic search and commerce signals rather than treating Google data as representative of the market.

Framework readyNo city or state pages
i
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 signalBaidu Index — keyword search interest and change.
Retail signalJD public rankings, price and review signals where accessible.
Social signalDouyin / Ocean Engine public trend indicators.
Missing evidenceShown as N/A; no proxy value is invented.
Market rules

Comparable inputs only

  • Chinese brand and product aliases must be mapped before comparison.
  • Baidu Index is search demand, not sales volume.
  • No score until a comparable retail rank is captured.
Next publishable page

National K-Beauty product ranking

The URL will be created only after production evidence is complete.