Marketplace Intelligence
Every channel, one dashboard. No blind spots.
4 Channels Live
ML Predictions Active
Macy's
3P Marketplace · 60-day window
B+
Rev$38.2k
Units129
Return Rate18.4%
Predicted23.1%
Sell-Thru68%
Velocity8.2/wk
Return window
actual 18.4%
predicted 23.1%
Sizing: Runs Small on 3 SKUs ML: +4.7pp predicted by window close
Nordstrom
3P Marketplace · 90-day window
C+
Rev$25.4k
Units86
Return Rate24.2%
Predicted31.8%
Sell-Thru61%
Stock Cover14d
Return window
actual 24.2%
predicted 31.8%
Stockout Risk: 2 SKUs <14d cover Returns Rising: +7.6pp projected Quality: Defect spike on VBZ-BRG
Shopify DTC
Direct to Consumer · 30-day window
A
Rev$15.3k
Units52
Return Rate9.8%
Predicted10.2%
Sell-Thru82%
Velocity11.0/wk
Return window
actual 9.8%
predicted 10.2%
Best Performer: Lowest return rate Velocity Accelerating: +23% vs last week
Bloomingdale's
3P Marketplace · 60-day window
C
Rev$5.9k
Units20
Return Rate22.1%
Predicted28.4%
Sell-Thru54%
AOV$295
Return window
actual 22.1%
predicted 28.4%
Sizing: XS/S return rate 38% Low Velocity: 2.1 units/wk
Cross-channel insight: Nordstrom 90-day window masks true return rate — ML model projects 31.8% vs 24.2% reported. Sizing returns 2.4x higher than DTC. Recommend channel-specific size guides.