Suburbia delights shoppers with AI powered discovery
Jewel ML’s AI enables Suburbia to deliver seamless personalized experiences across fashion and home, delighting customers and boosting engagement and conversions.


Online revenue lift
Higher product interactions
Conversion rate boost
Suburbia brings affordable style and home inspiration to families. With Jewel ML, it delivers a browsing experience that feels curated and delightful.
Challenge
- Vast catalog across fashion, accessories, and home goods made it hard for shoppers to find the right items quickly.
- Cross‑category discovery was limited, with little guidance to pair outfits and decor.
- The team needed a scalable solution that required minimal engineering effort.
Solution
Jewel ML’s no‑code personalization engine powered product recommendations, curated outfits and room sets, and tuned on‑site search. The Suburbia team configured experiences in a simple dashboard and ran A/B tests without writing code.
Impact
- Meaningful uplift in online sales and average order size as shoppers combined fashion and home goods.
- Engagement doubled, with more clicks on recommended products and higher time on site.
- Checkout completion rates improved, reducing cart abandonment.
Why it mattered
Suburbia’s mission is to make fashion and home style accessible to everyone. Personalization enhances discovery, making shopping intuitive and fun.
Future
Suburbia plans to extend AI personalization to its mobile app and seasonal campaigns, continuing to refine recommendations and inspire customers.
Jewel ML’s AI helps shoppers discover items they love across fashion and home, making every trip to Suburbia feel personal and inspiring.



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