u/Dry_Beyond6974

Lately I’ve been noticing that mainstream fashion/style systems seem weirdly built around “correction” instead of actual self expression.

A lot of advice still revolves around:
- balancing proportions
- minimizing certain features
- creating one “ideal” silhouette
- fitting into one aesthetic/type

but I feel like especially in alternative fashion spaces, people are often dressing to express identity/emotion/personality rather than trying to achieve one universally flattering outcome.

Like someone can:
- love dramatic silhouettes but also softness
- want sharper shoulders instead of minimizing them
- prefer intensity/exaggeration over “balance”
- have completely mixed influences/styles/proportions

and most existing style systems don’t really know how to handle that because they’re still very category-based.

I honestly feel like something more adaptive/combination-based would make way more sense for fashion than trying to reduce people into one fixed “type” forever 😭

Lately I’ve been researching why so many women still feel disconnected from current fashion/styling systems even with all the personalization, quizzes and recommendation apps out there.

The biggest pattern I keep noticing is that most systems still rely on fixed categories:
- one body type
- one aesthetic
- one colour season
- one “ideal” silhouette

when in reality most people are combinations.

For example:
- broad shoulders + softer features
- warm undertones but still suiting cooler shades
- dramatic taste but comfort-first lifestyle
- proportions that don’t fully fit existing body typing systems

The more research I do, the more I feel like current systems are oversimplifying people instead of actually understanding them.

So I’ve been exploring the idea of a more adaptive and combination-based personalization system for fashion that looks at:
- proportions together instead of separately
- style + lifestyle together
- changing identity/style over time
- wardrobe patterns
- emotional preferences and repeat behaviors

instead of assigning one fixed “type” forever.

Would genuinely love thoughts from people building in fashion/commerce:
- Do you think current personalization systems are fundamentally limited?
- Is this a real gap or am I overestimating the problem?
- What do you think current fashion recommendation systems still get wrong?

Lately I’ve been feeling like most fashion/styling systems are way too rigid

Everything online still tries to reduce women into one “type” when real people are obviously combinations.

Like someone can have:
- broader shoulders + softer features
- warm undertones but still suit cooler shades
- dramatic taste but comfort-first lifestyle
- proportions that don’t fully match any existing body type

and yet most recommendations still feel weirdly generic.

The more I research this, the more I feel like maybe the issue isn’t women “not fitting” these systems properly but the systems themselves being oversimplified.

I honestly feel like something more adaptive and combination-based could work way better. Like a system that understands:
- proportions together instead of separately
- personal taste + lifestyle together
- changing style/identity over time
- wardrobe patterns and emotional preferences

instead of assigning one fixed type forever.

Curious if other women feel this too and if there’s anything current fashion/styling apps completely fail at for you 🫶

Okay so over the past few months I’ve been researching why so many women still feel disconnected from online fashion/styling systems even though there are SO many apps, quizzes and recommendations now.

And honestly the biggest thing I kept noticing is that almost every system still tries to force women into fixed categories. One body type, one aesthetic, one colour season, one “set of rules” etc when real people are obviously way more complicated than that 😭

Like someone can have:
- broader shoulders but softer features
- warm undertones but still suit certain cooler shades
- love feminine dressing but also sharper silhouettes
- completely different proportions from someone with the exact same “body type”

and most systems just don’t really account for that properly.

So I’ve been working on a concept called Embrace which is basically built around the idea of “combination, not category.”

Instead of assigning one fixed label, the system would understand different aspects of you together and create a kind of evolving Style DNA that powers things like:
- personalized recommendations
- wardrobe matching
- cross-brand sizing help
- “before you buy” opinions
- outfit suggestions from clothes you already own
- styling that evolves as you evolve instead of treating you like a fixed person forever

I genuinely feel like fashion should feel more personal, emotionally aware and actually reflective of real people instead of trying to squeeze everyone into the same few categories 😭

Would love to know if this is something you’d actually use and if there’s anything you wish current fashion/styling apps did better or anything you’d want incorporated into something like this 🫶