Stanislav Stolpovskiy

Auto parts e-commerce is booming, but complexity risks revenue. Think fitment accuracy, interchange precision, catalog and PDP content standardization, and omnichannel expectations. One misfit leads to a lost sale, and can even jeopardize customer safety.​  Auto parts search is in a dif...

You already know that Shopify is a robust and flexible enterprise e-commerce platform. Add AI search and merchandising, and your customer experience goes from one-size-fits-all to one-in-a-million. Give shoppers what they want: fast, intuitive search, tailored results, and a personalized, conve...

In the ever-growing world of e-commerce, providing customers with an efficient and relevant product ranking experience is crucial for driving sales and maintaining customer satisfaction. Online retailers invest significant resources into optimizing their search and recommendation systems to ensure...

Meet Lucy, a nice young lady and enthusiastic fashion shopper. Spring is in the air and Lucy just passed by somebody wearing this truly amazing dress. She positively needs to get something like this, right now. Easy! Lucy opens her favorite clothing store’s website, taps the search bar and type...

Machine learning is an essential part of the modern search system. ML models are helping in many areas of search workflow, such as intent classifications, query parsing, facet selection, and, most importantly, results re-ranking. In this blog post, we will explore the benefits of expanding the...