Basket Size Drives Ultrafast Profitability

Diving deeper into

Ultrafast Delivery: The $28B Market to Build the On-Demand Bodega

Document
for them, growing AOV can be a bigger problem given the smaller basket sizes typical of on-demand services
Analyzed 4 sources

AOV is the real choke point in ultrafast grocery because each extra order still triggers another pick, pack, and courier trip. Dark stores help on procurement and spoilage, but they do not fix the fact that many orders are single need purchases, like milk, bananas, or a charger. That leaves operators needing bigger baskets, better assortment, and stronger habits before frequency turns into profit.

  • In dark stores, labor and delivery are mostly fixed per order, so basket size matters more than order count. In the underlying unit model, raising AOV from £10 to £25 to £50 moves contribution margin from negative to meaningfully positive because those fixed costs get spread across more gross profit.
  • Quick commerce naturally pushes baskets downward because the service is built for immediate convenience. As customers order exactly what they need right now, operators often add minimum basket thresholds or memberships, but more frequent ordering can still mean smaller carts rather than bigger ones.
  • The main way mature operators lift AOV is by widening the assortment beyond emergency groceries. JOKR described AOV rising as stores add the right mix of local brands, convenience items, and cross category products, which is why the strongest version of the model looks more like an on demand bodega than a full supermarket.

The category is heading toward a split. The winners will be the operators that use speed to own convenience trips, then layer in higher ticket non perishables and habit forming repeat use to lift basket size over time. That pushes ultrafast away from weekly stock up grocery and toward a denser, higher margin convenience retail model.