The shelf PERS
Personalization
4 / 9 Default order on your shelf
Sessions, segments and one-to-one recommendations, served in real time with signals your team can read.
The problem
Most recommendation widgets show bestsellers to everyone and call it personal. When they do learn, nobody on the growth team can say why a product was shown, so nobody trusts it.
What we build
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Real-time recommendations
Session-aware models served in real time on your storefront.
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Explainable signals
Every recommendation carries its reasons, like the ledger on this page.
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Testing
A/B and holdout set-ups that measure lift against doing nothing.
Next on your shelf
Shopping assistant Your shelf is still in its default order. Read or point at a lane and this changes.Ready to talk about personalization? Start a project