Clothing & Fashion · Case Study 2026

FromZeroto₹15.8CrinFashion

Howahomegrownapparelbrandscaledfromzerodigitalfootprintto₹15.8 CrGMVwithAmazon,Myntra,andQ-Commerce.

Overview

A homegrown ethnic and fusion apparel brand, operating for 5 years through multi-brand retail and its own website, had accumulated zero presence on major marketplaces. Revenue was flat at Rs. 3.2 Cr annually from offline. This case study charts the brand's 12-month transformation into a Rs. 15.8 Cr e-commerce powerhouse, starting with a disciplined Amazon 1P launch, transitioning to Vendor Central at Month 4, expanding to Myntra and Nykaa Fashion, and activating Q-Commerce at Month 6 for time-sensitive gifting and occasion wear.

Fashion: Zero to ₹15.8 Cr overview

15.8 Cr

Total GMV - M12

394%

Revenue Growth

4.5 / 5

Avg. Rating

31%

Q-Com Gifting Share

6.8%

Return Rate (Fashion avg: 18%)

Month 0 Reality

Fashion e-commerce has one of the highest return rates and lowest discovery-to-purchase conversion rates of any category. The brand's offline identity - ethnic fusion wear with handcraft elements - was not optimised for the thumbnail-driven, price-sensitive dynamics of Amazon or Myntra.

No Amazon / Flipkart / Myntra presence - zero digital catalogue or seller account

Weak product photography: flat-lay images only, no model shoots or lifestyle content

Size standardisation gap: brand's ethnic sizing did not align with standard S/M/L/XL Amazon expectations

Return rate anxiety: fashion returns at 18-25% nationally; brand feared margin erosion

No FBA experience - fulfilling from a single warehouse in Jaipur with 4-7 day shipping times

Hero products unclear - 200+ SKUs with no performance data to identify winners

Fashion's biggest zero-to-hero challenge is not the product - it is the content. 60% of Month 1 investment went into professional model shoots, size guide creation, and A+ Content before a single listing went live.

12-Month
Phase Roadmap

Phase 1 - Amazon 1P Launch

The brand selected its top 20 best-selling offline SKUs as the launch set. Before listing a single product, a 3-week content sprint was executed - professional model shoots in Delhi, size measurement standardisation, and keyword research across 300+ fashion search terms on Amazon.

Content-First Approach: 8-image galleries per SKU including model (front/back/detail), flat-lay, and size chart

A+ Content: Every listing had brand story module, fabric detail comparison table, and occasion-use imagery

FBA Enrolment: Sent 60-100 units of each SKU to Amazon FCs in DEL and BOM, enabling Prime 1-day delivery

Pricing: Launched at 10% below comparable ethnic wear listings; ran 5-day introductory Lightning Deals on Week 2

Review Generation: Enrolled top 10 SKUs in Amazon Vine; set up automated post-purchase review request

Size Returns Mitigation: Hyper-detailed size charts with body measurements, not just garment dimensions

Metric
Month 1
Month 2
Month 3
GMV (Rs. Lakh)
5.2
11.8
22.4
Units Sold
480
1,080
2,040
Avg. Rating
4.1
4.3
4.5
Return Rate
14.2%
10.1%
7.8%
ACoS
38%
29%
22%
Top Keyword Rank (Ethnic Wear)
#87
#34
#11

Phase 2 - Vendor Central + Myntra Onboarding

By Month 3, 6 SKUs had achieved Top-10 BSR in their ethnic wear subcategories. Amazon's Vendor team extended an invitation which the brand accepted for their 8 highest-velocity SKUs. Simultaneously, Myntra was onboarded.

Vendor Central for 8 SKUs: Amazon raised weekly POs of 200-400 units - solved cash flow predictability

Myntra Onboarding: Brand applied to Myntra's 'Emerging Brands' programme - approved within 3 weeks

Myntra Style Photoshoot: Myntra requires white-background + model shots in specific formats - separate shoot done

Brand Store on Amazon: Launched 4-page Brand Store - 'Occasion', 'Fabric', 'Bestsellers', and 'New Arrivals' tabs

Sponsored Brands Video: 30-second collection launch video on Amazon - drove 18% CTR improvement

Return Rate Action: Added 'Try Before You Decide' phrasing and video styling guide to listings

Channel
M4 GMV
Units
Return Rate
Repeat Rate
Amazon (1P + Vendor)
Rs.34.2 L
3,100
7.1%
16%
Myntra (launch month)
Rs.8.6 L
780
11.4%
9%
Total M4
Rs.42.8 L
3,880
-
-

Phase 3 - Fashion Platform Expansion

Nykaa Fashion : Listed 15 SKUs in 'Ethnic Fusion' and 'Festive Wear' categories

Ajio Listing : 12 SKUs on Ajio via Reliance Retail's marketplace

SPLA Ads on Myntra : Activated Sponsored Product Listing Ads on Myntra - ACoS of 18% in Month 1

Platform-Specific Bundles : Created 'Dupatta + Kurti' sets exclusively for Myntra to increase AOV

Influencer Seeding : Sent product to 12 micro-influencers (50K–200K followers) generated 4.2M impressions

Live Shopping : Participated in Amazon Live and Myntra's M-Live for festive pre-launch events

Phase 4 - Q-Commerce Activation

Fashion Q-Commerce is not about daily-wear replenishment - it is about occasion urgency. A customer who forgets a dupatta for a wedding tomorrow, or needs a last-minute kurta for a festival, is a Q-Commerce fashion customer.

Gifting SKUs on Blinkit : Pre-packaged 'Gift Sets' (Kurta + Box) for birthdays, Diwali - positioned as same-day gifting

Zepto 'Occasion Emergency' Range : 8 compact ethnic wear SKUs

Swiggy Instamart : Dupatta and stole collection only

Q-Com Packaging : Specially designed compact packaging for dark store shelf efficiency

Occasion Calendar Inventory : Pre-stocked Diwali, Eid, Navratri, and Wedding season collections 6 weeks in advance

Rs.6.8 L

Top Use Case : Gifting sets

Avg Order Value : Rs.1,240

Gift Wrap % : 62%

Rs.4.2 L

Top Use Case : Occasion emergency

Avg Order Value : Rs.890

Gift Wrap % : 28%

Rs.2.6 L

Top Use Case : Dupatta / Stoles

Avg Order Value : Rs.640

Gift Wrap % : 18%

Total Q-Com (M6): Rs.13.6 L | Avg Order Value: Rs.924

Phase 5 - Season Scale & Dominance

Wedding Season Campaign (M8–M9) : Dedicated collection launch Rs.4.1 Cr in 8 weeks

Festive Season (M10) : Great Indian Festival + Big Billion Days Rs.2.8 Cr in 6 days

Return Rate to 6.8% : Introduced 'Perfect Fit Guarantee' exchange policy

Myntra End of Reason Sale : Featured in Top 10 Ethnic Brands homepage placement

Q-Commerce Scaling : Expanded to 35 dark store clusters

Personalisation : Introduced 'Occasion Finder' quiz on Brand Store

Month
GMV (Rs. L)
Amazon
Myntra / Nykaa
Q-Commerce
Others
M7
72.4
41%
31%
22%
6%
M9
98.6
38%
29%
28%
5%
M10
148.2
35%
28%
31%
6%
M12
138.4
34%
27%
33%
6%

Month 12

Final Results

#1

Ethnic Fusion BSR

₹1,040

Avg. Order Value

31%

Q-Com Share

15.8 Cr

Annual GMV

6.8%

Return Rate

4.5 / 5

Avg. Rating

RealmarketplaceandQ-Commercetransformationsbuiltthroughexecution,operations,andscale.

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