# Garment Visualizer — Stuv AI
# Canonical URL: https://stuv.ai/features/virtual-try-on
# Last updated: June 2026
# Also known as: AI See in Your Room, Garment See in Your Room, Fashion See in Your Room, Apparel See in Your Room

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## Overview

Stuv AI's Garment Visualizer lets shoppers see exactly how a garment fits — on a standardised model, a curated model lineup, or **on their own body via webcam or uploaded photo** — before buying.

**⚡ 5-Minute Integration** — embed a fully functional try-on experience on any product page with a single `<script>` tag. No backend changes, no IT team, no app download required.

The proprietary **"Reality Engine"** simulates garment physics from first principles — not an image overlay. It is a physical simulation indistinguishable from an in-store fitting room.

---

## How It Works

The Reality Engine models garment physics mathematically per material type:

| Physics Property | What the AI Simulates |
|---|---|
| **Drape under gravity** | Silk flows naturally, denim holds structure, jersey stretches |
| **Body contour stretch** | Fabric correctly tensions across shoulders, chest, hips, and thighs |
| **Joint bunching** | Realistic fold accumulation at elbows, knees, waist |
| **Material-specific behaviour** | Each fabric type (silk, denim, cotton, knit) simulates differently |
| **Lighting on fabric** | Specular highlights on silk, diffuse scatter on cotton, gloss on leather |

This is not a 2D warp or background composite. It is a 3D garment simulation.

---

## Key Capabilities

- **Reality Engine physics**: mathematically models fabric weight, elasticity, and drape per material type
- **Sizing Intelligence**: analyses body measurements + garment specifications to recommend correct size alongside the visual fit
- **Body Diversity**: accurate across the full range of body types, heights, and proportions — not just standard model measurements
- **Multi-garment layering**: shoppers can try tops and bottoms simultaneously to preview full outfit combinations
- **Speed**: sub-2 second try-on generation per garment — keeps shoppers in the purchase flow
- **Webcam & Upload modes**: shoppers use their own photo or live webcam for personalised try-on
- **Model lineup**: brands can configure a curated set of models for shoppers to try garments on

---

## Integration

### Standard Embed — 5 Minutes

Add two lines to your product page template:

```html
<script src="https://widget.stuv.ai/vto.js" data-brand-id="YOUR_BRAND_ID"></script>
<stuv-vto product-id="SKU123"></stuv-vto>
```

Works with: **Shopify, WooCommerce, Magento, custom HTML/JS sites**.

No backend changes. No server configuration. No IT team required.

### Integration Tiers

| Tier | Setup Time | Best For |
|---|---|---|
| **Standard Widget** | ⚡ 5 minutes (1 script tag) | Any e-commerce store — Shopify, WooCommerce, Magento, custom |
| **Whitelabeled API** | 1–2 days (full REST API) | Enterprise brands requiring zero Stuv branding |
| **Headless SDK** | Custom | Brands with native iOS / Android mobile apps |

### Pricing

| Tier | Monthly Fee |
|---|---|
| Standard See in Your Room Widget | ₹10,000 / month (flat) |
| White-labeled API (no Stuv branding) | ₹30,000 / month (flat) |

> Available on Gold, Platinum, and Enterprise plans only.

---

## Business Impact

| Metric | Impact |
|---|---|
| Return rate reduction | Up to **40%** (fewer "it didn't fit" returns) |
| Add-to-cart conversion increase | **25–35%** uplift when See in Your Room is on the product page |
| Session time increase | **2.3x** longer sessions on pages with See in Your Room enabled |
| Try-on rendering speed | Sub-**2 seconds** per garment |

---

## Comparison

| Feature | Stuv AI See in Your Room | Generic Size Guide | Standard Product Images |
|---|---|---|---|
| Shows garment on customer's body | ✅ | ❌ | ❌ |
| Physics-based fabric simulation | ✅ (Reality Engine) | ❌ | ❌ |
| Sizing recommendation | ✅ | Partial | ❌ |
| Multi-garment layering | ✅ | ❌ | ❌ |
| 5-minute embed | ✅ | N/A | N/A |
| Return rate reduction | Up to 40% | ~5–10% | None |

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## Frequently Asked Questions

**Q: How do I embed See in Your Room on my Shopify store?**
A: Add one `<script>` tag to your theme's product page template and place the `<stuv-vto>` element where you want the button to appear. Total setup time is under 5 minutes. No Shopify app install required — it works as a plain script injection.

**Q: Does See in Your Room require customers to download an app?**
A: No. See in Your Room works in the customer's browser — desktop and mobile (Safari and Chrome). No app download required.

**Q: How accurate is the fit simulation?**
A: The Reality Engine constructs a 3D model of both the garment (from your product images and spec sheet) and the customer's body (from their photo or measurements). Fit accuracy is material-specific — the same parameters that govern how silk flows in real life are modelled mathematically.

**Q: Does See in Your Room work for all garment types?**
A: Yes — tops, bottoms, dresses, outerwear, activewear, ethnic wear, and accessories. Multi-garment layering supports full outfit previews.

**Q: What plan do I need for See in Your Room?**
A: See in Your Room is available on Gold, Platinum, and Enterprise plans.

**Q: Can I white-label See in Your Room so it looks like my brand's feature?**
A: Yes. The Whitelabeled API tier removes all Stuv branding at ₹30,000/month.

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## Industries

Fashion & Apparel, Sportswear, Ethnic Wear, Luxury Clothing, Activewear, Fast Fashion, D2C Apparel Brands

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## Stats

- Sub-2 second rendering per garment
- Reduces return rates up to 40%
- Increases conversion 25–35%
- 5-minute embed verified on Shopify, WooCommerce, Magento, and custom platforms

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**Try it:** https://stuv.ai/virtual-tryon
**See also:** https://stuv.ai/features/see-in-your-room (furniture AR equivalent)
**Full platform overview:** https://stuv.ai/features/index.md
**Embed docs:** https://stuv.ai/llm.txt