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Twiink.ai Feature

Photoreal AI Virtual Try-On & On-Model Content for Fashion Brands

Turn a single product photo into a complete catalog of photoreal on-model images, social-ready Reels, and an interactive virtual try-on experience — at a fraction of studio cost.

  • +8% to +40% conversion uplift (industry benchmarks)
  • Up to 35% return rate reduction
  • 24–72 hour free sample POC — see it on your products first
  • Works from your existing flat-lay photos
Book a Demo

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max conversion rate uplift — Breuninger A/B test

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return rate reduction with photoreal try-on visuals

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of your catalog covered from existing flat-lay photos

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free sample POC turnaround — no commitment needed

At a glance

Turn a single product photo into a complete catalog of photoreal on-model images, social-ready Reels, and an interactive virtual try-on experience — at a fraction of studio cost.

Why fashion brands lose sales without virtual try-on

Shoppers who can't visualise a garment on a real body simply don't convert.

The real cost of the old way

Low confidence = abandoned carts

Lost CVR

Without on-model imagery, shoppers can't judge fit, drape, or scale. Uncertainty kills add-to-cart rates — especially on mobile where product images are the only touchpoint.

22% of returns: 'looked different in person'

High return rate

Flat-lay and ghost mannequin images set inaccurate expectations. Shoppers return items because what they imagined didn't match reality — a preventable and costly problem.

Studio model shoots don't scale

₹5,000–₹12,000 / image

Booking models to shoot every SKU on a diverse range of skin tones and body types is prohibitively expensive. Most brands skip it — and pay with lower conversion.

Weeks to publish new arrivals

4–8 week delay

Coordinating shoots, retouching, and approvals means new products sit unpublished for weeks. By the time on-model images are live, the trend window has passed.

From flat-lay to photoreal try-on in 4 steps

Step-by-step — from your first upload to published images

01

Upload your product flat-lay

Use any existing flat-lay, ghost mannequin, or sample shot. High-res images (2000px+) with even lighting give the best results. No new photography required.

02

AI analyses fabric, fit, and geometry

Twiink's hybrid 2D+3D pipeline estimates garment geometry, fabric drape, and texture — then maps it accurately onto a photorealistic AI model body.

03

Generate diverse on-model try-on images

Choose from a diverse library of AI model profiles — skin tones, body types, size ranges from XXS to 4XL+. Generate multiple angles and poses per SKU.

04

Deploy on PDPs, ads, and social

Export high-resolution images ready for Shopify, Myntra, Amazon, and Instagram. Get the generated images directly into your product pages — contact us for integration options.

Everything a fashion brand needs to convert with visuals

One platform for on-model imagery, virtual try-on, social content, and catalog scale.

Photoreal on-model PDP images

Studio-quality on-model images generated from flat-lays in minutes. Consistent lighting, model profile, and brand aesthetic across your entire catalog.

Interactive VTO widget

Show shoppers what your clothes look like on a real-looking model, directly on your product page. No downloads needed.

Social content & Reels automation

Turn the same product image into short-form video content for Instagram Reels and TikTok. One upload, multiple content formats.

Saved brand model profiles

Lock in your brand's preferred model attributes and apply them consistently across every SKU. Catalog-wide visual coherence without additional shoots.

Privacy-first by default

Ephemeral image processing — shopper photos are not stored. GDPR and DPDP Act-aligned data handling with full DPA support for enterprise clients.

A/B measurement support

Built-in analytics to run rigorous A/B tests on your PDPs. Track VTO engagement, add-to-cart, conversion, and return rates with 95% statistical confidence.

Who uses Twiink's AI virtual try-on

Frequently asked questions

Everything you need to know before you get started.

Photoreal on-model visuals set more accurate expectations, which directly reduces the #1 cause of fashion returns: 'the item looked different in person.' Industry data from published A/B tests shows VTO reduces return rates by 2% to 35% and lifts conversion by 8% to 40%. We recommend running a structured pilot on 50–100 SKUs to measure your specific lift — and we'll help you design the test.

Get started free

See AI virtual try-on on your actual products

Send us your flat-lays and we'll generate a free mini-catalog in 24–72 hours. No commitment, no credit card.

Book a Demo