From national assortments to regional fits, India’s apparel retail goes local

India’s apparel market has discovered that countrywide scale does not necessarily mean selling the same product everywhere. When merchandise planners at a national casualwear brand reviewed regional sales, one anomaly stood out. A high-grade piqué polo was clearing racks within days in Bengaluru and Pune but languishing in Ludhiana and Jalandhar. Price, colour and marketing were not the problem. The issue was construction: the collar needed an additional four to six inches of circumference to allow Sikh men to pull the garment comfortably over a pagdi.

That seemingly small pattern adjustment captures a much larger shift. India's apparel market, valued at roughly $105 billion and serving 1.48 billion consumers, is being managed as a collection of regional markets rather than one national retail territory. For retailers, localisation is moving beyond advertising and store formats into product design, sizing, fabric selection and inventory allocation.

Geography changes the garment

Apparel preferences can vary almost as sharply as food cultures. In Punjab, retailers see stronger demand for bold yarn-dyed checks, saturated colours and heavier cottons of around 200-260 GSM, suited to winter layering and the region's distinctive styling around turbans. In coastal Kerala, these specifications can become a liability. Perennial humidity favours breathable linen, flax blends and lightweight voiles, while open-toe leather sandals and ergonomic slip-ons have broader relevance across casual and workplace dressing.

Gujarat shows stronger demand for experimental prints, geometric patterns and heritage motifs, while shoppers in Andhra Pradesh and Telangana favour polyester-viscose and treated cotton blends that offer structured drape and resistance to humidity-related creasing.

Table: Regional garment/fabric variations

The implication is clear: a national SKU can become a regional liability when its physical specifications do not match local consumption.

Fit hits the balance sheet

Statistics make the case for localisation even stronger. Industry assessments by the Clothing Manufacturers Association of India (CMAI) and Wazir Advisors indicate that fit dissatisfaction and size mismatches contribute to fashion e-commerce return rates of roughly 20-40 per cent. Every failed fit carries additional logistics, reverse-shipping and handling costs while increasing the probability of markdowns.

The INDIAsize project undertaken by the Ministry of Textiles and the National Institute of Fashion Technology (NIFT) gave empirical evidence for the problem. Using 3D whole-body scanning of more than 25,000 men and women across six regional centres viz Delhi, Mumbai, Chennai, Hyderabad, Kolkata and Shillong the project developed 27 body-size charts covering 14 male and 13 female categories and five body archetypes.

The findings underscored the limitations of relying on Western grading templates. Differences in torso-to-limb ratios, bust-to-waist proportions and neck dimensions can translate directly into poor fit and weak sell-through. For retailers, therefore, sizing is no longer simply a design issue. It is an inventory and margin issue.

Localised polo sets the example

The strongest evidence comes from retailers willing to alter the production model. One major domestic apparel retailer reworked its menswear sourcing across 85 department-store doors in Punjab, Haryana and Delhi-NCR. Its previous model involved a single 100,000-unit batch of piqué polos from Tiruppur, graded uniformly to European specifications. The line eventually recorded a 38 per cent terminal markdown rate across Punjab stores.

The retailer then split production. Around 40 per cent of the run was recalibrated with a five-inch broader neck, elasticised rib construction and an expanded two-button placket. Fabric weight was simultaneously increased from 180 GSM to 230 GSM, while the assortment was shifted towards check-pattern overshirts. Within two quarters, full-price sell-through in the Punjab cluster rose 26 percentage points. Returns fell below 7 per cent, while store-level gross margin return on investment improved by 180 basis points. The commercial lesson is difficult to ignore: a few inches of additional fabric can sometimes be worth more than a large promotional campaign.

Stores challenge the algorithm

The move towards regionalisation is also changing who makes merchandising decisions. National algorithms can identify falling conversion or rising returns, but they cannot necessarily explain the physical reason. A central system may flag weak sales of heavy cotton chinos in Chennai; a store associate can explain that customers are rejecting the fabric because it retains heat during the monsoon.

Retailers are consequently giving regional territory heads and store managers greater influence over pre-season range planning. Inputs on collar construction, fabric weight, colour distribution and local seasonal demand are increasingly feeding into purchase orders before production begins. This creates a new retail feedback loop: the fitting room informs the factory.

From national scale to cluster scale

The emerging model does not mean abandoning centralised retail infrastructure. National logistics, technology, procurement and distribution can remain intact. What changes is the merchandise.

Cluster-based inventory strategies allow retailers to deploy different pattern sets, fabric specifications, sizes and assortments across Tier-I, II markets. The objective is to reduce the volume of inventory that reaches the markdown cycle in the first place.

For India's apparel industry, this could become a competitive advantage. As global chains, domestic value retailers, regional specialists and D2C brands compete for the same consumer, the winners may not be those with the largest national assortment. They may be those that understand which version of the product belongs in which market.

India's apparel market is not abandoning scale. It is redefining scale from selling one product across the country to manufacturing and merchandising many local versions within one national supply chain.