Constructor Blog | Ecommerce Search Industry and Product Information | Nate Roy

Author

Nate Roy is Sr. Director of Brand & Content at Constructor. He is passionate about building seamless and interconnected customer journeys that deliver truly differentiated value at each stage — drawing heavily from his background in customer success and sales roles. Prior to Constructor, Nate was Director of Presales Engineering at Paperless Parts, Sales Engineering manager at Salsify and Technical Consultant at HubSpot.

The Role of Transformers in AI Site Search

As ecommerce professionals and online shoppers, we’ve all felt the limitations of keyword search. You optimize your product titles, clean up metadata, and shoppers still type something like “hydrating face cream for winter” and get irrelevant...

Extracting Ecommerce Search Intent, from Head to Tail

Ecommerce search queries are more than just a means to find products. They’re behavioral signals — real-time expressions of what customers want, what matters to their purchase decision, and how close they are to buying.

The Role of Transformers in AI Site Search

As ecommerce professionals and online shoppers, we’ve all felt the limitations of keyword search. You optimize your product titles, clean up metadata, and shoppers still type something like “hydrating face cream for winter” and get irrelevant...

Extracting Ecommerce Search Intent, from Head to Tail

Ecommerce search queries are more than just a means to find products. They’re behavioral signals — real-time expressions of what customers want, what matters to their purchase decision, and how close they are to buying.