Outwizar is a mobile-first fashion platform. Our app is coming soon — stay tuned.

How we pick outfits in 5 seconds

Last updated: 10 April 2026

productengineering

The most common question we get is how. How can the app recommend a full outfit in five seconds?

The short answer: every outfit is assembled from live retailer stock against the budget you set, ranked by a model that learns from the outfits you save.

Three hard constraints

  1. Budget — the total must land within the range you chose.
  2. Fit — sizes you’ve told us about have to be in stock.
  3. Season — the UK in April isn’t the UK in August.

Everything else is ranking, not filtering. That’s why results still feel varied.

Outwizar is launching very soon — we're putting the finishing touches on the app.