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Constructor Blog
The latest ideas and news from the frontier of commerce search and discovery.
July 17, 2025
AI In Product Discovery: Unlocking Personalization At Scale
In a breakfast session at sketch in London, leaders from the likes of Burberry, Selfridges, Dr. Martens & YETI gathered to tackle one of the most exciting shifts in retail today: how AI is reinventing product discovery.
July 10, 2025
Does Query Length Matter? Debunking the Myth About Head vs. Long-Tail Search Requests
It’s commonly cited that ‘head’ terms (a.k.a. short requests consisting of < 4 words) make up only 20% of ecommerce site searches, and the remaining 80% are long-tail requests (> 4 words). Constructor analyzed more than 7M user search requests to...
July 17, 2025
AI In Product Discovery: Unlocking Personalization At Scale
In a breakfast session at sketch in London, leaders from the likes of Burberry, Selfridges, Dr. Martens & YETI gathered to tackle one of the most exciting shifts in retail today: how AI is reinventing product discovery.
July 10, 2025
Does Query Length Matter? Debunking the Myth About Head vs. Long-Tail Search Requests
It’s commonly cited that ‘head’ terms (a.k.a. short requests consisting of < 4 words) make up only 20% of ecommerce site searches, and the remaining 80% are long-tail requests (> 4 words). Constructor analyzed more than 7M user search requests to...
July 17
2025
AI In Product Discovery: Unlocking Personalization At Scale
Constructor Team

Constructor Team
July 10
2025
Does Query Length Matter? Debunking the Myth About Head vs. Long-Tail Search Requests
Anastasia Yakunina

Anastasia Yakunina
June 16
2025
Ecommerce Site Search Best Practices: From Implementation to Optimization
Noelina Rissman

Noelina Rissman
June 11
2025
Decoding Search Intent Through the 4 Shopper Mindframes
Nate Roy

Nate Roy
June 3
2025
How Ecommerce Personalization Engines Enhance Customer Experience
Noelina Rissman

Noelina Rissman
May 29
2025
How Transformers Can Enhance Search and Product Discovery
Noelina Rissman

Noelina Rissman
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
May 22
2025
How to Use AI for Fashion & Apparel Trend Forecasting
Constructor Team

Constructor Team
May 20
2025
How Headless Architecture Enhances Flexibility and Customization in Ecommerce Platforms
Noelina Rissman

Noelina Rissman
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