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Constructor Blog
The latest ideas and news from the frontier of commerce search and 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...
June 16, 2025
Ecommerce Site Search Best Practices: From Implementation to Optimization
Merchandising teams can sense there's a revenue switch they haven't flipped yet, and it's hiding in plain sight in their site search.
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...
June 16, 2025
Ecommerce Site Search Best Practices: From Implementation to Optimization
Merchandising teams can sense there's a revenue switch they haven't flipped yet, and it's hiding in plain sight in their site search.
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
April 30
2025
The Benefits of Composable Commerce Solutions in Ecommerce
Noelina Rissman

Noelina Rissman
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