The 4-5x revenue surface.

Mine your Shopify history for cohorts that compound. Auto-generate Klaviyo winback flows, cross-sell campaigns timed to real co-purchase data, and replenishment reminders weighted by behavioral signal strength.

6%Email today
30%Target

1 Pull Shopify orders

Bulk-import via CSV (fallback for historic backfill)
For one-shot loads of multi-year history before Shopify API limits matter. Shopify Admin → Orders → Export all matching orders.

1b Pull CJ fulfillment costs

Joins to Shopify orders via external order reference. True product cost + shipping replaces operator-estimated COGS in margin/LTV math.

2 Refresh derived tables

Run after each ingest. Mines cross-sell pairs from real co-purchase data and computes Gaussian-weighted replenishment signals per (customer, sku).

3 Query a segment

first_product_<SKU> or bought_X_not_Y_in_<N>d

4 Generate campaigns

Winback flow for segment
Cross-sell campaign (first_sku → second_sku)