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Supported Product Categories

Looksy works on all fashion products. The AI adapts to any product type and delivers realistic results across all categories including apparel, accessories, jewelry, and footwear.

Products That Work Best

Tops & Shirts ✓

Excellent results:
  • T-shirts and graphic tees
  • Blouses and button-up shirts
  • Tank tops and camisoles
  • Polo shirts
  • Casual and dress shirts
Why they work: Clear silhouettes, defined necklines, and simple structures render accurately across body types.

Dresses ✓

Excellent results:
  • Casual dresses
  • Cocktail and formal dresses
  • Maxi and midi dresses
  • Shirt dresses
  • Bodycon and A-line dresses
Why they work: Dresses have high customer uncertainty around fit and style, making virtual try-on highly valuable for conversion.

Outerwear ✓

Excellent results:
  • Jackets and blazers
  • Coats and parkas
  • Hoodies and zip-ups
  • Cardigans
  • Vests
Why they work: Structured garments with clear shapes and defined edges work well with the AI rendering technology.

Activewear ✓

Excellent results:
  • Sports tops and athletic shirts
  • Yoga tops
  • Running shirts
  • Sports bras (when photographed appropriately)
  • Gym hoodies
Why they work: Fitted activewear tops have clear structure and render accurately.

Swimwear ✓

Good results:
  • One-piece swimsuits
  • Bikini tops
  • Rash guards
Why they work: Customers want to visualize swimwear before purchase, reducing returns.

Pants & Bottoms ✓

Excellent results:
  • Jeans and trousers
  • Shorts
  • Skirts
  • Leggings
  • Joggers and athletic pants
Why they work: The AI adapts to any garment type and delivers realistic results for all apparel.

Accessories ✓

Works on all accessories:
  • Jewelry (necklaces, earrings, bracelets)
  • Hats and headwear
  • Scarves
  • Bags and purses
  • Belts
  • Sunglasses
Why they work: Looksy adapts to any fashion product type, including accessories.

Footwear ✓

Works on all footwear:
  • Shoes and sneakers
  • Boots
  • Sandals
  • Heels and pumps
  • Loafers and dress shoes
Why they work: The AI delivers realistic results across all fashion products, including footwear.

Image Quality Requirements

Products work best when they have:
Multiple angles – Different views (max 4 images per product) for better AI contextDetail shots – Close-ups of texture, material, and unique featuresAny background works – Plain, complex, or busy backgrounds all workHigher resolution helps – 1200px+ recommended but not requiredShowcasing details – Clear views of garment features and embellishments

Product Photography Best Practices

Flat Lay vs. Model Photos

Both work, but model photos often perform better: Flat Lay:
  • Good for simple tops and graphic tees
  • Easier to replicate across products
  • Budget-friendly
Model Photos:
  • Better for dresses and structured garments
  • Shows drape and fit more realistically
  • Easier for AI to map garment placement
If using model photography, ensure models face forward with arms relaxed. Avoid overly stylized poses.

Products to Test Before Scaling

Some product types need testing to ensure quality:

Highly Detailed Garments

Products with intricate details may not render perfectly:
  • Heavy embellishments (sequins, beading)
  • Complex lace or cutout patterns
  • Highly textured fabrics (cable knits, bouclé)
Recommendation: Test these products individually before enabling virtual try-on at scale.

Sheer or Transparent Fabrics

Products with transparency can be challenging:
  • Sheer blouses
  • Mesh panels
  • See-through materials
Recommendation: Ensure photos have high contrast and clear product definition.

Oversized or Drapey Styles

Loose, flowing garments may not show structure clearly:
  • Oversized hoodies
  • Drapey cardigans
  • Flowing maxi dresses
Recommendation: These can still work, but test to ensure the result meets your quality standards.

How to Test Product Compatibility

Before enabling virtual try-on for a product category:
  1. Select 3-5 representative products from the category
  2. Enable virtual try-on for those products
  3. Test with real selfies – Upload your own photos or ask team members to test
  4. Evaluate quality – Does the result look realistic and helpful?
  5. Check engagement – Are customers using the feature?
  6. Expand or adjust – If successful, enable more products in that category

Product Selection Strategy

Start with High-Impact Categories

Focus on:
  • Bestsellers – Products that already convert well
  • High-return items – Products with fit issues
  • New releases – Build excitement with try-on

Expand Strategically

Once you validate performance:
  • Enable by collection for consistent categories
  • Add seasonal items during peak periods
  • Scale to your full apparel catalog

Analytics: Which Products Perform Best?

Track these metrics for each product category:
  • Try-on engagement rate – % of visitors who click “Try On”
  • Conversion lift – Do try-on products convert better?
  • Return rate – Are returns lower for products with try-on?
  • Time on page – Do shoppers spend longer on try-on products?
Use this data to refine which products you enable for virtual try-on.

Industry-Specific Use Cases

Fashion & Apparel Brands

  • New collections: Let customers preview upcoming styles
  • Limited editions: Reduce uncertainty for unique pieces
  • Seasonal items: Help shoppers visualize holiday or summer styles

Activewear & Fitness

  • Performance gear: Show fit and style for athletic apparel
  • Yoga & gym wear: Reduce returns on fitted activewear
  • Outdoor apparel: Visualize layering and outerwear

Swimwear & Beachwear

  • Swimsuits: Reduce hesitation around fit and style
  • Cover-ups and rash guards: Complement swimwear purchases
  • Beachwear: Visualize resort and vacation styles

Common Questions

Yes. Looksy works on all fashion products including accessories, jewelry, bags, hats, belts, and sunglasses. The AI adapts to any product type.
Yes. Looksy works on all apparel including pants, jeans, shorts, skirts, and leggings. The AI delivers realistic results across all garment types.
Test these products individually first. Most patterns work well, but very intricate details (sequins, 3D appliques) may not render perfectly. If the result doesn’t meet your standards, you can disable try-on for those specific products.
Currently, customers can try on one product at a time. This ensures the best accuracy and rendering quality.

Next Steps