电商与零售
从浏览到复购。

The first two holiday promotion weeks changed the category mix and the buying team must place the final replenishment order.

Which categories are accelerating fast enough to deserve scarce inbound inventory?

Weekly net sales by category from POS and commerce orders, excluding returns and cancelled orders.

Increase replenishment for Beauty and Home while reducing the planned Electronics reorder.

A bar-race sequence for the Monday trade meeting with the final ranking attached to the purchase-order brief.

A new campaign creative launched across four acquisition channels and blended conversion fell despite higher traffic.

Is the decline caused by the landing page or by one channel sending lower-intent visitors?

Session and purchase events by UTM channel, deduplicated to one attributed order per session.

Keep the landing page, pause the weakest paid placement, and update its message to match the offer.

A before/after comparison for the daily performance stand-up and the campaign postmortem.

A seven-day promotion begins Friday and the planner needs to find stores where cover will fall below two days.

Which store-day combinations are likely to stock out if demand follows the campaign forecast?

On-hand inventory, inbound purchase orders, forecast units, and store trading calendar.

Transfer stock between nearby stores and expedite only the locations with consecutive high-risk days.

A heatmap for the operations room and a PNG included in the daily allocation email.