Author

Posts by: Nate Roy
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.
May 26, 2025
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...
May 23, 2025
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.
May 26, 2025
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...
May 23, 2025
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.
May 26
2025
The Role of Transformers in AI Site Search
Nate Roy

Nate Roy
May 23
2025
Extracting Ecommerce Search Intent, from Head to Tail
Nate Roy

Nate Roy
April 22
2025
A/B Testing Strategies to Drive More Revenue Through Recommendations
Nate Roy

Nate Roy
March 28
2025
Relevance vs Attractiveness in On-Site Search: What's the Difference?
Nate Roy

Nate Roy
March 25
2025
Introducing Constructor's Retail Media Suite
Nate Roy

Nate Roy
March 18
2025
Optimizing Browse and Collection Pages: 5 Searchandising A/B Test Strategies to Try
Nate Roy

Nate Roy
February 26
2025
Optimizing Autocomplete: Five A/B Testing Strategies to Start With
Nate Roy

Nate Roy
October 28
2024
Why Keyword Relevance Testing Is the Wrong Way to Audit Your Ecommerce Search Algorithm
Nate Roy

Nate Roy
October 16
2024
Audit Your Search and Product Discovery Experience [+ Free Checklist]
Nate Roy

Nate Roy
June 10
2024
“Leverage AI-Enhanced Merchandising and Personalization for Ecommerce Success:” Key Webinar Takeaways
Nate Roy

Nate Roy
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