Hairstyle
Shape, parting, volume, how it is worn day to day.
The technology
A vision model, pointed at one narrow question.
Vanity uses a vision-capable AI model to read two photographs at once. It is not asked who anyone is, or how anyone looks. It is asked a single question: what visible styling choices separate these two presentations, and what would it take to move from one to the other?
What it looks at
Twelve dimensions of presentation.
Hair length & styling
Length through the sides and top, and how much product or shaping is involved.
Facial hair & grooming
Presence, length, edges, and how maintained the overall grooming reads.
Clothing style
The genre of the wardrobe — tailored, workwear, minimal, classic, sporting.
Fit & silhouette
Where seams land, how much room garments carry, the overall outline.
Colour palette
The range in play, how much contrast, warm against cool.
Accessories
Watches, jewellery, belts, bags, scarves — presence and restraint.
Eyewear
Frame shape, weight, colour, and how it sits with everything else.
Overall aesthetic
The impression the whole assembly creates.
Formality
Where the look sits between fully casual and fully formal.
Photo presentation
Framing, lighting, background, posture and expression.
Fabric & texture
Weight, drape and surface, where the photograph shows it.
Guardrails
What we refuse to do.
These are not settings. They are written into every request Vanity makes, and they cannot be switched off from the admin screen.
No facial recognition
Vanity never attempts to identify anyone, and will not tell you whether two photographs show the same person.
No sensitive inference
It does not infer race, ethnicity, religion, health, age, sexual orientation, politics or anything similar from an image.
No scoring
There is no attractiveness rating, no ranking, and no comparison of who looks better.
No body advice
Vanity never suggests changing your body. Every recommendation is about a choice you can change tomorrow.
No invention
Where the photograph does not show something, it says so rather than guessing.
Inside a report
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04
05
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Seven sections, every time.
Current Presentation
A neutral, respectful description of the style choices visible in your photograph — never a judgement of you.
Reference Look
The major visual characteristics of your inspiration image, broken into named attributes.
Key Differences
Area by area: what yours does, what the reference does, and why that difference matters visually.
Recommended Changes
Specific changes with instructions, each tagged for effort and for how much visible impact it carries.
Quick Wins
Free, low or moderate-cost changes that make an immediate difference.
Longer-Term Transformation
Bigger wardrobe, grooming and hair changes, with a realistic timeframe against each.
Shopping & Services
Product categories and kinds of professional — barbers, stylists, opticians, tailors — with what to ask them for.
Try it on your own two photographs.
The fastest way to understand what Vanity does is to give it a look you actually want.
Discover my look