Warehousing Runs Ahead of Stockouts
2026-11-11BXT Data Editorial

Warehousing Runs Ahead of Stockouts

Warehousing Runs Ahead of Stockouts article image

How much warehouse space does a ten-minute delivery promise actually require? India's quick commerce networks run roughly 7,800 dark stores across more than 100 cities and occupy about 27 million square feet, with 65% to 70% of that capacity concentrated in the top eight cities. A CBRE South Asia report expects the sector to need close to 75 million square feet of urban logistics space by 2030, split into about 42 million square feet of in-city dark stores and 33 million square feet of mother hubs, as reported this week, and that remains the projection on the record up to 10 November 2026. The number that matters for operators is not the total but the shape: growth is moving from city centres, where space is scarce, to a hub-and-spoke model that has to be planned years ahead.

Why the constraint moved upstream

Known factsUnverifiedNeeds verification
About 7,800 dark stores occupy nearly 27 million square feet today; CBRE expects more than 12,000 dark stores by 2030Utilisation rates by city tierActual throughput per square foot
Mother hubs of 100,000 to 125,000 square feet replenish 30 to 50 dark stores eachWhether franchise-led hubs match owned economicsReplenishment cycle times

Dark store economics work backwards from the promise. A ten-minute delivery needs the item within a couple of kilometres, which caps the size of an in-city node; a capped node cannot hold deep inventory, so it must be replenished often; frequent replenishment needs a mother hub close enough to serve it overnight. Each step adds space before it adds speed, which is why warehousing demand grew at a compound annual rate of 81% between 2021 and 2025, according to the same report.

The current footprint is uneven. Delhi-NCR accounted for 21% of quick-commerce warehousing demand between 2021 and the first half of 2026, followed by Mumbai at 20% and Bengaluru at 17%; together with Hyderabad and Chennai the top five markets absorbed close to 85% of leasing. Expansion is now heading to Jaipur, Lucknow, Surat, Coimbatore and Nagpur, where land is cheaper but order density is thinner.

Category growth arrives before the space does

Quick commerce is no longer a grocery format. Mobile phones and lifestyle products took around 51% of festive e-commerce sales in the most recent season, while grocery, appliances and personal care gained share, and quick commerce lifted its share of festive spending from 8% to 12% in a year. Every category added to the app raises the inventory a dark store must hold, which is why space demand compounds faster than order growth. Read as an industry trend rather than a property story, the sequence is consistent: category growth lands first, inventory depth follows, and market size measured in square feet expands ahead of order volume.

The same dynamic is visible in other markets. Amazon Now has scaled to about 800 micro-fulfilment centres from roughly 100 a year earlier and targets 300 cities by the end of 2026, according to company statements reported this month. The format is converging on a common unit: a few hundred square metres, a few thousand high-velocity items, and a replenishment rhythm measured in hours rather than days.

The hub-and-spoke trade-off

NodeTypical sizeDesign constraint
In-city dark storeSmall, high rentItem velocity per shelf
Mother hub100,000 to 125,000 sq ftOvernight replenishment reach
Neighbourhood storeExisting retail footprintStaffing and pick accuracy

Three models are competing for that space. Owned dark stores give control over assortment and pick speed but lock capital into leases; franchise-led stores expand faster into tier-two and tier-three cities but vary in execution; partnerships with neighbourhood shops use existing footprints at the cost of inventory accuracy. The report expects franchise models and third-party logistics to shape leasing through 2030, which is another way of saying the balance sheet is moving to partners.

For brands, the model matters because it decides where availability is measured. In an owned network, a stockout is an operational failure inside one company; in a franchise network, it is a coordination problem across dozens of operators with different incentives. The second is harder to fix with a single dashboard.

What to measure before signing space

Three numbers should come before the lease: orders per dark store per day, the share of orders that need a second pick because an item was missing, and the replenishment cycle time from mother hub to node. The first sets the rent a node can carry, the second sets the effective capacity, and the third decides how much inventory has to sit upstream. A market that looks attractive on order growth can still fail on the second and third.

There is also a demand-side check. Surveys cited in the coverage suggest more than 70% of consumers would keep using quick commerce even with smaller discounts, which supports the view that speed has become habitual rather than promotional. Habit is what justifies multi-year leases; a discount-driven spike does not.

FAQ

  • Why do dark stores need mother hubs at all?

    In-city nodes are too small to hold deep inventory, so a larger hub on the outskirts replenishes 30 to 50 stores overnight to keep the assortment complete.

  • Is the space demand driven by orders or by categories?

    Mostly by categories; every new category adds inventory depth per node, so space demand grows faster than order volume.

  • What breaks a franchise-led network first?

    Inventory accuracy. Different operators forecast and replenish differently, so availability varies by node even when the app shows one catalogue.

  • Where does this analysis stop?

    It uses a published CBRE projection and company statements as of 10 November 2026; per-node throughput and utilisation are not public.

Sources