Methodology
The score is a blended outfit signal, not a mystery rating. It looks at color logic, wardrobe repeatability, and whether the look fits the occasion.
Core variables
3 scoring lenses
Color Harmony, Wardrobe Versatility, and Occasion Alignment.
Goal
Useful over flashy
The score is designed to help real wardrobe decisions, not perform trend theater.
Output
Score plus explanation
Every score should point to why the outfit works and where it can improve.
How it works
Step 1
First, the system reads the outfit or wardrobe photo for clothing attributes and styling cues.
Step 2
Next, it evaluates the look across the three core variables instead of relying on a single aesthetic guess.
Step 3
Finally, it returns a combined score with short explanations so the result stays useful to a real person.
Not a black box
The score is built to stay explainable. It should feel closer to a structured style review than an arbitrary number.
Daily wardrobe context
Outfyt rewards looks that can live in an actual wardrobe, not just perform in a single image.
Design intent
The score is designed to help someone decide what works, what feels off, and what could improve next time.
Core Variables
No single variable wins by itself. A strong outfit usually shows balance across all three: visual cohesion, practical repeatability, and context fit.
Color Harmony
Measures how well the palette works together across contrast, temperature, saturation, and repeated color cues.
What it looks at
Dominant tones, accent repetition, contrast balance, and visual cohesion.
What usually helps
Intentional neutrals, controlled contrast, and repeated accents usually lift this signal.
What usually weakens it
Competing focal colors, accidental undertone clashes, or scattered saturation usually pull it down.
Wardrobe Versatility
Estimates how reusable the outfit is inside a real wardrobe instead of treating every look as a one-off post.
What it looks at
Layering flexibility, mix-and-match potential, season range, and how many other pieces can work with the look.
What usually helps
Modular basics, adaptable footwear, and pieces that can restyle across contexts tend to improve this signal.
What usually weakens it
Single-purpose items or looks that only work with one exact pairing tend to reduce versatility.
Occasion Alignment
Checks whether the outfit makes sense for the moment, including formality, season, and likely real-world use.
What it looks at
Occasion tags, formality balance, weather cues, styling intent, and whether one piece breaks the context.
What usually helps
Looks that fit the setting, season, and social expectation usually score higher here.
What usually weakens it
When one garment pushes the outfit too casual, too formal, or off-season, alignment drops quickly.
Improvement Logic
Important Limits
OUTFYT