Mizaaj turns your tags, screenshots, size charts, and try-on notes into a private fit memory — so every shopping decision feels personal.
Get fit advice from your saved taste, try-on history, and any item evidence you attach.
A medium in one label is a large in another. Charts never tell you that.
The 'sleeves ran long' realization dies in a group chat and never returns.
Strangers' bodies, strangers' taste. None of it maps to how you actually wear clothes.
A capture-first workflow that fits between browsing and buying — never in the way.
Add product screenshots, tags, size charts, labels, and try-on photos while you shop.
Ask about size, drape, comfort, fabric, or whether the item matches your saved taste.
Turn only the useful parts of a chat or capture into private memory linked to the right product.
Mizaaj keeps evidence, extracted facts, approved memories, and answers separate, then uses Cognee to recall the right context when you ask.
Not preferences you set once. Signals Mizaaj learns from every capture and every confirmation.
Ask, Capture, Memory, Profile — the core loop for attaching evidence, asking questions, and saving only what matters.
Mizaaj keeps raw evidence, extracted drafts, and confirmed memories separate. Your fit memory stays private, personal, and built around your taste.