Over the past three quarters, Vastralook processed over **10,000 on-model photoshoot generations** for more than 2,400 Indian textile manufacturers, wholesale traders, D2C brands, and boutique resellers across Surat, Jaipur, Mumbai, Varanasi, and Bengaluru.
To help fashion brands understand broader visual e-commerce trends, we analyzed the anonymized aggregate data: which garments dominate production, which poses are chosen most, and how sellers optimize for different sales channels.
1. Garment Mix: What Indian Brands Are Shooting
| Garment Category | Share of Generations | Primary Sales Channel | Key Visual Priority |
|---|---|---|---|
| Sarees (Silk, Cotton, Georgette, Organza) | 48.2% | Marketplaces, WhatsApp, D2C | Pallu fall, pleat crispness, border alignment |
| Salwar Suits & Kurti Sets | 22.4% | Myntra, AJIO, Meesho | Dupatta drape, yoke embroidery, sleeve length |
| Bridal & Festive Lehengas | 14.1% | Instagram D2C, Boutique lookbooks | Skirt flare volume, heavy zari reflection |
| Western & Indo-Western Dresses | 10.8% | Shopify stores, Amazon | Clean torso fit, neckline clarity |
| Co-ord Sets & Traditional Men's | 4.5% | Festival Drops, B2B Lookbooks | Fabric texture, coordinate balance |
2. The Blouse Factor: Why Separate Blouse Pieces Matter
In traditional Indian saree commerce, almost all premium sarees are sold with an unstitched 80cm blouse fabric piece. Our data shows that **64.1% of saree creators utilize the separate Blouse Fabric slot** in Drape Studio.
3. Most Popular Poses Across 10,000 Generations
| Pose Style | Share of Shots | Why Sellers Choose It |
|---|---|---|
| Front Standing (Full Length) | 42.5% | Required hero image for all Indian marketplaces |
| 45° Side Profile | 27.8% | Shows blouse sleeve fit, waist curve, and pallu slope |
| Back View | 16.2% | Displays back blouse cut, dori ties, and rear pallu fall |
| Seated & Candid Stroll | 13.5% | High-converting lifestyle imagery for Instagram and D2C |
4. Marketplace Presets & Resolution Breakdown
When creating marketplace-specific catalogues, sellers select dedicated presets that auto-configure lighting, background tones, and aspect ratios:
How was this dataset collected?
This dataset is compiled from 10,000+ anonymized generation telemetry logs across Vastralook's Drape Studio and Catalogue Studio between January and September 2026.
Can other publications cite this data?
Yes. Publications and industry reports may cite these statistics with attribution link to Vastralook.
Sources
- Vastralook Studio Analytics — Aggregated Generation Dataset (Q1–Q3 2026) — Aggregated anonymized generation telemetry across 10,000+ fashion shoots
- Inc42 — Indian Fashion E-Commerce Conversion Benchmarks — Benchmark conversion and returns report; read October 2026
