About

Business description

Constructor doesn’t just personalize — it reasons. Our AI-native platform interprets behavior, context, and intent to power search, browse, recommendations, retail media, and shopping agents, delivering the right product in the right moment to drive revenue.

Petco boosted ecommerce performance with Constructor’s AI-powered Search, Browse, Recommendations, and Collections. The results: +13% site conversions and +4% sitewide revenue, while advanced merchandising controls empowered the team to optimize results, personalize experiences, and drive incremental revenue across millions of SKUs.

Grove Collaborative replaced their resource-heavy, homegrown discovery tools with Constructor’s AI-native Search, Autosuggest, Browse, and Recommendations. The result: 20.07x ROI, major lifts in revenue and engagement, and reduced manual merchandising overhead—freeing teams to focus on strategy while delivering higher-value, personalized shopper experiences.

Belk, the largest privately owned U.S. department store chain, modernized product discovery with Constructor’s Search, Autosuggest, and AI Shopping Agent. The results: $35M in incremental revenue, +7.4% revenue per visitor, and 2x conversion from ASA users. Beyond ROI, Belk gained scalable automation, continuous optimization, and a reputation boost as a retail innovator.

Monica Vinader elevated ecommerce performance with Constructor’s geo-personalized ranking and product discovery tools. Initial implementation drove a +2.6% purchase conversion lift, while the US-specific geo test delivered a +5% lift, boosting revenue, surfacing higher-value items, and enabling data-driven merchandising across markets.