One of the most effective ways to diagnose friction is to compare Point-of-Sale (POS) and Fulfillment (FF) data side by side. POS captures the experience during purchase, including product selection, pricing, and checkout. Fulfillment captures what happens after the order is placed, like shipping, delivery, and whether the product met expectations.
When POS and FF move in different directions, that difference is often as important as the score itself. Different score relationships point to different types of issues:
Pattern
What it usually means
Where to focus first
POS high, FF lower
Site and checkout are strong, but something breaks after the sale