The Fundamental Difference Between Product AI and Fashion AI
| Requirement | Product-Only Tools (Claid / Pebblely) | On-Model Fashion Studio (Vastralook) |
|---|---|---|
| Primary Capability | Generates decorative backdrops behind static 2D cutouts | Drapes 2D fabric over dynamic human 3D models |
| Fit & Silhouette | ❌ None (clothing looks flat like paper) | ✅ Realistic bust, waist, flare, and pleat tension |
| Saree Draping & Blouse | ❌ Cannot drape sarees or construct blouses | ✅ Full Drape Studio with custom pallu & blouse tailoring |
| Marketplace Compliance | ❌ Fails Myntra/AJIO on-model mandatory rules | ✅ 100% Compliant with Myntra, Flipkart, Amazon & AJIO |
| Target Category | Skincare, electronics, watches, home decor | Sarees, lehengas, kurtis, gowns, Western wear |
Can Pebblely generate fashion models wearing my clothes?
No. Pebblely places flat product cutouts onto AI-generated surfaces (tables, podiums, outdoor scenes). It does not wrap or drape textiles onto human models.
Does Vastralook support accessories and footwear?
Vastralook supports 102 garment categories across women's ethnic, Western wear, men's traditional, and coordinates.
Sources
- Claid.ai — Pricing — Claid product enhancement plans; read October 2026
- Pebblely — Pricing — Pebblely product photography plans; read October 2026
