Generate personalized outfit combinations that respect wardrobe staples, accessories, and must-keep pieces—now with smarter confidence scoring for truly standout looks. Built for fashion apps, e-commerce, and personal styling platforms.
{
"user_id": "stylist-42",
"season": "winter",
"context": "work",
"body_type": "hourglass",
"language": "tr",
"keep_items": ["watch-01"],
"wardrobe": [
{
"id": "top-11",
"type": "top",
"color_names": ["white"],
"pattern": "solid",
"embedding": [...]
},
{
"id": "watch-01",
"type": "accessory",
"color_names": ["gold"],
"pattern": "solid"
}
]
}Everything you need for intelligent outfit recommendations
Advanced style matching technology. Simply provide clothing images and get intelligent recommendations.
Intelligent fit recommendations for 9 different body types with scientific styling rules.
Season-aware and context-based filtering ensures every outfit is appropriate.
Optimized algorithms deliver lightning-fast recommendations at scale.
Balance jewelry, bags, and finishing touches without overwhelming the look.
Professional outfit explanations in 7 languages with culturally-appropriate fashion terminology.
Refined sigmoid mapping makes premium "very_compatible" looks attainable.
Join fashion platforms using our API to deliver personalized outfit recommendations.