Fit Twin
Capture every dimension
Store shoulders, chest, waist, hips, arms, legs, neck, and footwear sizing in one profile.
Precision body avatar platform
Meet Your Fit Twin
Your digital physical self - built from your real measurements
Fit Twin creates a body profile that is grounded in real proportions, making it easier to power future onboarding, fit recommendations, and avatar-driven experiences.
Height and weightUpper body proportionsArm and leg measurementsReady for Neon-backed storage
Avatar Profile
My Avatar
Live Schema
Height
174.0 cm
Chest
98.5 cm
Waist
79.0 cm
Inseam
82.0 cm
Body Map
Stored Fields
Core size, upper body, arms, legs, neck, shoe size, and timestamps are all mapped into a single `body_profiles` record.
Ownership
Each profile is linked to a user row with cascading deletes so account cleanup stays safe and predictable.
Fit Twin
Build a true digital self
Translate real-world proportions into a consistent avatar baseline for personalization and fitting.
Fit Twin
Keep profiles ready to evolve
Version-friendly body records make it straightforward to extend the platform into onboarding and recommendations.
Commerce Integration Strategy
Try real brand products on a Fit Twin avatar without waiting for every merchant to integrate on day one.
The recommended rollout is a shared ingestion pipeline with Catalog Import first, Browser Extension second, and Brand Widget third. That sequence proves demand fast, keeps engineering leverage high, and turns Shopify stores into the first scalable channel.
MVP Call
Start with pasted product URLs and Shopify-heavy coverage.
It is the lowest-friction path to live try-on from real commerce pages, and the same extraction contract can later power the extension overlay and merchant widget.
Ready to launch