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      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

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  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

        • Browse

          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • AI Shopping Agent

          Help your online customers discover great products faster.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

  • Customers
    • A_B Testing Navigation Image

      The Ultimate Guide to A/B Testing for Search & Discovery

      Discover what your ecommerce team needs to know about fixing broken testing strategies, avoiding wasted effort, and unlocking the full value of A/B testing.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

          New research, guidance, and insights for the future of retail.

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

          The latest ideas and news from the frontier of commerce search and discovery.

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

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Resources

Constructor Blog

The latest ideas and news from the frontier of commerce search and discovery.
June 11, 2025
Decoding Search Intent Through the 4 Shopper Mindframes
Not all shoppers who type "shoes" in a site search bar are looking for the same thing. One is browsing summer styles for fun. Another is in a rush, trying to replace a pair before a flight. A third knows exactly which SKU they want, down to the size...
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.
June 11, 2025
Decoding Search Intent Through the 4 Shopper Mindframes
Not all shoppers who type "shoes" in a site search bar are looking for the same thing. One is browsing summer styles for fun. Another is in a rush, trying to replace a pair before a flight. A third knows exactly which SKU they want, down to the size...
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.
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June 11
2025
Decoding Search Intent Through the 4 Shopper Mindframes
Nate Roy
decoding search intent through shopper mindframes
Nate Roy
May 23
2025
Extracting Ecommerce Search Intent, from Head to Tail
Nate Roy
ecommerce search intent
Nate Roy
May 22
2025
How to Use AI for Fashion & Apparel Trend Forecasting
Constructor Team
ai fashion apparel trend forecasting
Constructor Team
January 31
2025
Why Search is the Key to Better Ecommerce Catalog Management
Noelina Rissman
search is the key to better ecommerce catalog management
Noelina Rissman
December 3
2024
The Ultimate Guide to Building an Effective Online Merchandising Strategy in 2025
Noelina Rissman
merchandising strategy
Noelina Rissman
November 25
2024
Ecommerce Merchandising: A Strategic Guide for the Modern Commerce Era
Noelina Rissman
ecommerce merchandising
Noelina Rissman
November 16
2024
Generative AI in Ecommerce: From Implementation to Impact
Constructor Team
generative ai in ecommerce
Constructor Team
September 10
2024
The Quick Buyers’ Guide for Generative AI in Ecommerce
Noelina Rissman
quick buyer's guide to generative ai in ecommerce
Noelina Rissman
June 25
2024
Reimagine Ecommerce SEO: How Merchandisers Can Increase Site Visibility on Google and Beyond
Constructor Team
Constructor Team
June 10
2024
“Leverage AI-Enhanced Merchandising and Personalization for Ecommerce Success:” Key Webinar Takeaways
Nate Roy
Woman laying on floor with a credit card and laptop
Nate Roy
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Uncover lost revenue opportunities with a complimentary Search Experience Audit.

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
  • Analyze your search results quality
  • Identify "no results" pages
  • Pinpoint irrelevant results for long-form queries
  • Uncover UX opportunities for Search, Autocomplete, and PLPs

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
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