Reduce Friction to Boost Frequency

This reveals that online grocery wins by making checkout easier, not by forcing bigger carts. When a service raises item prices or tells shoppers to wait until they have a larger basket, it trades short term order economics for lower order frequency. That is dangerous in grocery because pick, pack, and delivery labor happen per order, so operators need many daily orders to keep workers and routes fully utilized while still building a habit.

• Farmstead’s model depends on volume density. In dark store research, Farmstead was estimated at about 5 drops per hour, below Getir at 6, which means losing demand makes route efficiency worse. The same basket threshold that protects margin can also starve the system of the order flow needed to lower delivery cost per order.
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• Across online grocery, contribution margin matters more than gross margin because the real question is what is left after COGS, picking, packing, delivery, and sometimes packaging or customer acquisition. Research on dark stores shows labor and delivery stay largely fixed per order, so larger baskets help, but only if they come without choking off order count.
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• The deeper contrast is with Amazon Prime. Removing the shipping threshold increased purchase frequency by making small, unplanned orders feel rational. Online grocery has the same demand curve logic. Services that rely on friction, like minimums and markups, behave more like scheduled bulk shopping, while services that remove friction have a better shot at becoming frequent routine behavior.
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The category is heading toward models that raise basket size through assortment, repeat behavior, and denser operations, not blunt pricing gates. The strongest operators will be the ones that make small and medium orders economical enough to keep demand flowing, then use that frequency to improve routing, procurement, and contribution margin over time.