Recommendations
Our Early Journey to Transform Instacart’s Discovery Recommendations with LLMs
Our short summary of Instacart’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on tech.instacart.com (opens in a new tab)Problem
Static content libraries limited personalized discovery for shoppers.
Solution
Created an AI‑native platform that uses LLMs to generate, evaluate, and retrieve content, delivering more relevant and cohesive recommendations on the Shopping Hub.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on tech.instacart.com (opens in a new tab)