Virtual Try-On Accuracy Explained
Looksy’s AI-powered virtual try-on delivers realistic visual previews that help shoppers see how garments will look on them. Accuracy depends on several factors, including photo quality, garment type, and the technology used.What Virtual Try-On Does Well
Highly Accurate Areas
Style & Silhouette
95%+ accuracyThe overall shape, cut, and silhouette of the garment are rendered accurately across different body types.
Color & Pattern
90%+ accuracyColors, graphics, and patterns are displayed realistically. Customers can see how prints and designs look on them.
Placement & Positioning
90%+ accuracyGarments are positioned correctly on the body, showing necklines, sleeves, and hem placement accurately.
Overall Visualization
85%+ accuracyThe combined effect gives shoppers a strong sense of how the item will look on them, reducing purchase uncertainty.
What Virtual Try-On Approximates
Areas with Limitations
Fabric Texture & Drape
Fabric Texture & Drape
Moderate accuracyThe AI can show general drape and flow, but fine texture details (like cable knit patterns or bouclé fabric) may not render perfectly.What this means: Shoppers see the overall look, but very specific fabric feel is approximated.
Precise Fit & Sizing
Precise Fit & Sizing
Not a substitute for size chartsVirtual try-on shows how the style looks, but it’s not a sizing tool. It doesn’t predict whether a Medium or Large will fit better.What this means: Always pair virtual try-on with detailed size charts and fit guides.
Complex Embellishments
Complex Embellishments
Variable accuracyHeavy sequins, 3D appliques, and intricate beading may not render with full detail.What this means: The overall look is accurate, but very fine details may be simplified.
Sheer or Transparent Fabrics
Sheer or Transparent Fabrics
Moderate accuracySheer materials, mesh panels, and see-through fabrics can be challenging to render realistically.What this means: Test these products first to ensure the result meets your quality standards.
Factors That Improve Accuracy
Product Image Quality
What actually helps accuracy:✓ Multiple angles (max 4 images per product) → Better AI context✓ Detail shots (close-ups of texture/material) → More realistic rendering✓ Any background works (plain, complex, or busy) → AI handles all backgrounds✓ Higher resolution helps (1200px+ recommended) → Clearer details✓ Showcasing garment details (unique features) → More accurate results
Selfie Quality
What helps with selfies:- Full body shot – Shows complete garment placement (works best)
- One person only – Required for AI to process correctly
- Human photo – No cartoons, animals, or illustrations
- Enough body visible – At minimum, enough to show the garment
Don’t worry about expression, sunglasses, hats, facing camera directly, or recent photos. The app works with any selfie.
Garment Type
Some products work better than others:- Best: Tops, t-shirts, blouses, dresses with clear structure
- Good: Jackets, hoodies, activewear
- Variable: Oversized styles, drapey cardigans, highly textured fabrics
How Looksy Compares to Competitors
Industry-Leading Accuracy
Looksy uses state-of-the-art AI models trained on millions of garments and body types, delivering:- Faster rendering – Results in 15-20 seconds
- More realistic outputs – Advanced fabric and shadow rendering
- Better body type diversity – Trained on diverse datasets for inclusive representation
- Consistent quality – Reliable results across product categories
Continuous Improvement
The AI models are constantly updated with:- New garment types and styles
- Improved fabric rendering
- Better handling of complex patterns
- Enhanced accuracy for diverse body types
Realistic Customer Expectations
What to Tell Shoppers
Do say:- “See how the style and color look on you”
- “Visualize the garment before you buy”
- “Get a realistic preview of the product”
- “Perfectly accurate representation”
- “Exact fit prediction”
- “100% photorealistic rendering”
Combine with Other Tools
Virtual try-on is most effective when combined with:- Detailed size charts – For fit guidance
- Fit descriptions – “Runs small,” “oversized fit,” etc.
- Customer reviews – Real feedback on fit and quality
- Product videos – Show fabric movement and texture
Virtual try-on is a visualization tool, not a sizing tool. It reduces uncertainty by showing style and appearance, but doesn’t replace size charts.
Measuring Accuracy Impact
How Merchants Can Assess Performance
Track these metrics to see if accuracy meets customer needs:- Return rate – Are returns lower for try-on products?
- Conversion rate – Do products with try-on convert better?
- Customer feedback – What are shoppers saying about the feature?
- Engagement rate – Are customers using try-on repeatedly?
What Good Performance Looks Like
Stores using Looksy typically see:- 10-25% conversion rate increase on try-on enabled products
- 15-30% reduction in return rates due to better expectations
- 2-3x higher engagement on product pages with try-on
- Positive customer feedback on the feature’s helpfulness
Common Accuracy Questions
Will it show exactly how the garment fits me?
Will it show exactly how the garment fits me?
Virtual try-on shows how the style looks on you, but it’s not a precise fit predictor. It helps you visualize appearance, but you should still refer to size charts for fit guidance.
Why does the result sometimes look slightly off?
Why does the result sometimes look slightly off?
Accuracy depends on photo quality. Poor lighting, angled selfies, or low-resolution product images can reduce accuracy. Using high-quality photos improves results significantly.
Can it handle all body types?
Can it handle all body types?
Yes. Looksy is trained on diverse body types and works across different shapes, sizes, and skin tones. The AI adapts the garment rendering to match the person in the selfie.
Does accuracy improve over time?
Does accuracy improve over time?
Yes. The AI models are continuously updated with new data, improving rendering quality, fabric accuracy, and support for more garment types.
Transparency About Limitations
We’re Honest About What Virtual Try-On Can’t Do
Virtual try-on is not:- A replacement for trying on clothes in person
- A precise fit or sizing tool
- A perfect fabric texture simulator
- A substitute for customer reviews and size charts
- A powerful visualization tool
- A way to reduce purchase uncertainty
- A method to see style and color on yourself
- A tool to increase confidence and reduce returns
By setting realistic expectations, you’ll have happier customers who understand what virtual try-on offers and use it effectively.
Improving Accuracy for Your Store
Actionable Steps
- Audit product images – Ensure they meet quality standards
- Test across product types – Identify which categories work best
- Gather customer feedback – Ask what shoppers think of the accuracy
- Iterate and improve – Disable underperforming products, expand winners
- Educate customers – Set proper expectations about what try-on shows