Food & Beverages Demand Landscape: Which Cities Are Ordering the Most
Demand in the Food & Beverages category is concentrated but not monolithic. In tier-1, Bangalore and Delhi share the top index score of 100, with Mumbai close behind at 91 and Hyderabad at 71. Pune (51) and Chennai (38) trail significantly, suggesting that southern and western metros outside the top two are still developing their online grocery and specialty food habits.
In tier-2, Jaipur leads decisively at 100, followed by Lucknow (74), Nagpur (72), Vadodara (61), Ludhiana (61), and Indore (59). The relative parity among Nagpur, Vadodara, and Ludhiana points to broad mid-market appetite rather than a single dominant city. Tier-3 is more concentrated: Khorda tops at 100, with Raigarh-MH close at 91, while Aurangabad-MH (55), Thrissur (44), Chittoor (41), and Sonipat (41) form a second cluster.
For sellers, this means that blanket national campaigns will over-invest in lower-index cities. A tiered serviceability approach — anchoring on Bangalore, Delhi, and Mumbai, then expanding to Jaipur and Lucknow — maximises early volume while managing operational complexity.
Average Order Value by City Tier: Why Tier-3 Buyers Spend More Per Order
The AOV inversion in Food & Beverages is one of the category's most counterintuitive signals. Tier-3 AOV at ₹1,538 exceeds tier-1 (₹1,175) by ₹363 and tier-2 (₹1,134) by ₹404. This gap is unlikely to reflect income differences; instead, it points to bulk-ordering behaviour — buyers in smaller cities, facing limited local availability of specialty or imported food products, tend to consolidate larger basket sizes per order to justify delivery costs and wait times.
Tier-1 and tier-2 AOVs are remarkably close (₹1,175 vs ₹1,134), which suggests that metro buyers treat online food ordering as a top-up channel supplementing frequent offline purchases, whereas tier-3 buyers treat each order as a primary stocking-up event.
For sellers, this has direct implications for minimum order thresholds, bundling strategy, and free-shipping cut-offs. Setting free shipping at ₹999 or ₹1,199 will capture a large share of tier-1 and tier-2 baskets naturally, while tier-3 buyers are already above ₹1,500 on average — an opportunity to upsell into curated hampers or subscription bundles without aggressive discounting.
RTO and Returns Risk: The Tier-3 Fulfilment Challenge
The RTO gradient in Food & Beverages is severe: 15% in tier-1, 33% in tier-2, and 51% in tier-3. A 51% RTO rate means that for every 100 shipments dispatched to tier-3 destinations, only 49 are successfully delivered. Given the perishable or near-perishable nature of many Food & Beverages SKUs, undelivered returns carry both a direct logistics cost and a product-loss dimension that other categories avoid.
What makes this data particularly instructive is the prepaid share breakdown: tier-3 cities actually record the highest prepaid share at 65%, marginally above tier-1 (64%) and meaningfully above tier-2 (59%). This decouples the RTO problem from COD — the conventional explanation for high return rates. The tier-3 RTO is more likely driven by address accuracy, delivery infrastructure gaps, and recipient unavailability in areas where last-mile networks are thinner.
Sellers should respond with a multi-lever approach: NDR (Non-Delivery Report) calling workflows to confirm addresses before dispatch, intelligent carrier selection for pincode-level coverage, and real-time delivery tracking that empowers buyers to reschedule. Absorbing a 51% RTO without mitigation will erode the AOV advantage entirely.
Monthly Order Volume Trends: Seasonal Patterns and Growth Trajectory
Monthly order volumes reveal a clear growth trajectory with seasonal volatility. January 2026 opened at 1,134,154 orders, dipped to a category low of 949,306 in February — likely reflecting post-festive demand normalization — and recovered strongly to 1,270,895 in March. April softened again to 1,089,526, before an extended uptick carried volumes to 1,251,905 in May and a peak of 1,515,205 in June.
The February trough and June peak are the two structural anchors for planning. The February dip of roughly 16% from January suggests sellers should lean into promotional activity and restocking campaigns in late January to cushion demand erosion. The June surge — up approximately 59% from the February low — is consistent with summer-driven consumption of beverages, health drinks, and packaged snacks, as well as gifting cycles around seasonal occasions.
For inventory and logistics planning, this means building buffer stock by May and ensuring carrier capacity agreements account for a June volume surge. Sellers who flat-plan inventory through the year will face stockouts at the peak and excess holding costs in the trough.
Emerging Cities: Untapped Food & Beverages Markets
Beyond the established tier frameworks, eight cities are generating measurable Food & Beverages demand with limited competitive presence: Leh, Botad, Junnar, Kothagudem, Kupwara, Jetpur, Joginder Nagar, and Manawar. These cities span geographically from Ladakh (Leh, Kupwara) to Maharashtra (Botad, Junnar), Telangana (Kothagudem), Gujarat (Jetpur), Himachal Pradesh (Joginder Nagar), and Madhya Pradesh (Manawar).
The common thread is constrained offline availability of branded or specialty food products, which drives online adoption even when digital infrastructure is relatively nascent. Buyers in Leh or Kupwara, for instance, face genuine gaps in local retail for categories like health supplements, imported snacks, or specialty beverages — making them high-intent online shoppers.
The strategic implication for sellers is to validate pincode serviceability before running targeted ads in these cities, since last-mile delivery failures in remote or semi-urban locations are a primary RTO driver. Sellers with robust cold-chain or ambient logistics partnerships are best positioned to capture this demand without amplifying their returns exposure.
City-Tier Strategy: Allocating Budgets and Operations Across India
A tier-differentiated strategy for Food & Beverages should account for three distinct operating profiles. Tier-1 markets offer the highest volume concentration, moderate AOV (₹1,175), and the lowest RTO risk (15%) — making them the best environment for testing new SKUs, launching premium lines, and scaling paid acquisition. The high prepaid share (64%) further reduces cash-flow friction.
Tier-2 markets present a middle path: Jaipur, Lucknow, and Nagpur are high-index cities where AOV (₹1,134) is comparable to tier-1, but RTO doubles to 33%. The lower prepaid share (59%) here warrants stricter COD eligibility rules — for instance, blocking COD for first-time buyers or above a certain order value threshold — to protect margins.
Tier-3 markets are the highest-risk, highest-reward quadrant. The ₹1,538 AOV supports premium product positioning and bundling, but a 51% RTO rate requires investment in pre-delivery verification workflows before meaningful scale is attempted. Sellers should pilot tier-3 expansion with prepaid-only or prepaid-incentivised offers, NDR automation, and carrier partners with documented tier-3 delivery success rates before committing to broad marketing spend.