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General View About Recommendations

Learn about Fashion.AI's intelligent system and how it enhances customer experience through personalized product suggestions powered by advanced AI.

Recommendation Types​

🎯 Similar Products​

Deliver personalized product suggestions based on user navigation history. Powered by 4,500+ product attributes, this API helps increase conversion by showing items that match the shopper's style and intent.

Use Cases:

  • Product page recommendations
  • Category browsing enhancement
  • Cross-selling opportunities

Learn more about Similar Products →

👗 Shop the Look​

Automatically identify and recommend additional products featured in the same image. Turn every look into a complete outfit—just like a personal stylist would.

Use Cases:

  • Complete outfit suggestions
  • Style inspiration
  • Upselling complementary items

Learn more about Shop the Look →

📋 Visual Merchandising​

Reorganize product listings dynamically based on what the user is really looking for. Create high-performing, personalized category displays that feel like a custom storefront.

Use Cases:

  • Dynamic category organization
  • Personalized homepage layouts
  • Seasonal trend highlighting

Learn more about Visual Merchandising →

How Our AI Works​

Intent Mapping Process​

  1. Product Navigation: Tracks products users have navigated during the session
  2. Category Elements: Analyzes visual elements like silhouettes, patterns, and styling details
  3. Pattern Insights: Identifies textures, fabrics, and structural elements
  4. Styling Intent: Understands occasion, style preferences, and versatility needs
  5. User Behavior: Cross-references searches, products, and past purchases for logged-in users
  6. Intent Prediction: Relates products from different categories based on style mapping

Example: Dress Navigation Analysis​

When a user navigates dresses, our AI identifies:

Category Elements:

  • V-neck silhouette
  • Spaghetti straps
  • Defined waistline
  • A-line or flared skirt

Pattern Insights:

  • Vertical pleating
  • Botanical or minimalist textures
  • Lightweight, airy fabrics
  • Subtle structured tailoring

Styling Intent:

  • Feminine yet contemporary
  • Suggests confidence, delicacy, and movement
  • Day-to-night versatility
  • Ideal for spring/summer social occasions

Next Steps​

🚀 Ready to implement recommendations? Choose your integration path: