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.