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If you are used to guessing what might suit you, this resource replaces guesswork with a more informed preview. A single selfie and a short questionnaire are enough for the AI to review face geometry, hair structure, and personal context, then assemble 10 suitable cuts, realistic previews, and a salon-ready plan. Behind the result is not a simple filter, but a mathematical model with 50+ style factors and an anatomical 3D scan, designed to show how a cut fits. Instead of relying on a quick visual guess, the platform combines more than 50 style parameters with anatomical scanning to show the logic behind the recommendation. Rather than generic “wig” overlays, the report presents realistic visuals that reflect actual shape and proportion. Each report adds a structured guide for the stylist, making it easier to explain the cut without having to do it “by hand”. The workflow stays lightweight: upload one selfie, wait roughly 30 seconds, and review the outcome without creating an account first. At a time when ordinary apps still feel like simple overlays, this feels more like a digital rendering of a new self than a playful toy. https://sharing.clickup.com/90182724673/t/h/86exnq1kb/3UD1GG3ZJPK5O39