Supply chain control in dark stores

Diving deeper into

Pradeep Elankumaran, CEO of Farmstead, on the future of online grocery

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For vertically integrated dark locations starting from scratch, 20 to 30% gross margin is on the lower side.
Analyzed 3 sources

This margin point says the real bottleneck in dark store grocery is not shelf markup, it is supply chain control. A dark location that buys directly, receives full or fuller truckloads, and keeps spoilage low can push into the mid 30%s on gross margin, especially with perishables. By contrast, 20 to 30% is what looks more typical when the operator still resembles a supermarket in sourcing and cost structure.

  • The biggest driver is how many middlemen sit between the producer and the dark store. Each extra distribution layer takes a cut, so a vertically integrated operator that uses one site as both warehouse and point of sale can remove freight and markup that a supermarket style model still carries.
  • Fresh can actually be the margin upside, not the drag, if inventory turns are fast. In the online grocery interview, low waste perishable focused dark locations are described as capable of 33%+ gross margin, while supermarkets including their broader distribution footprint tend to sit around 20 to 28%.
  • The catch is that gross margin alone does not make the model work. Quick commerce operators often struggle with small baskets, paid demand generation, picking labor, and delivery cost. Separate research pegs profitable online grocery closer to $50 baskets and highlights contribution margin, not gross margin, as the real test.

The direction of travel is toward fewer intermediaries, better demand prediction, and a tighter SKU mix that lets dark stores carry more fresh without eating spoilage. The operators that pair direct procurement with larger baskets will look more like efficient digital grocers. The rest will stay trapped as expensive convenience stores.