The decision layer for commerce.
Discovery is solved. Decisions aren’t. We exist to close that gap.
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86Our thesis
People don’t need more options.
They need confidence.
Every commerce platform of the last decade has been built for discovery. Endless feeds, deeper search, smarter recommendations. The result? Users find more than ever — and buy with less certainty than ever. DECIDE is the layer that finally answers the only question that matters at the cart: should I?
What we build by, what we say no to.
Confidence over choice
More options aren’t a feature. They’re a tax on attention. We aim for the smallest set of evidence that produces a real decision.
Explainable always
A score with no reason is just a vibe. Every signal we surface is one a thoughtful friend would mention if they shopped with you.
On the user’s side
If a decision is no, we say no. We optimize for kept purchases, not checked-out carts.
Beyond fashion.
We start with apparel because doubt is loudest there. The decision layer applies to anything bought with hesitation — electronics, beauty, home, travel.
The Decision Layer
Stop guessing.
Start knowing.
The AI that turns 80% ready into 100% confident. In under 30 seconds.