Consumer Tech/D2C

• Customer Purchase Behavior
  Anticipate what’s next
  → Repeat purchase prediction, top SKU clusters, upsell opportunities

• Attribution & Ad ROI
  Track every dollar
  → Platform-level ROI, traffic-to-purchase conversion, attribution modeling

• Bundling & Affinity
  Increase cart value
  → Bundle by customer type or behavior, cross-sell by product affinity

• Inventory Planning
  Stock the right tech, right on time
  → Sell-through rates, restock timing, trend-based stocking

• Expansion Planning
  Scale to where your best users are
  → Zip-code level demand, demographic matching