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  • Native Commerce Core™
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      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.

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          Personalize your ecommerce category pages for maximum conversions.

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

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

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • 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.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

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          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.

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

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    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

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          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.

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          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.

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

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          Constructor is building the next generation of search solutions.

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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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • 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.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • 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
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • 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.

Login
Book a Demo

ECOMMERCE MERCHANT CONTROLS & INTELLIGENCE SUITE

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

Constructor’s Merchant Controls and Intelligence suite combines advanced predictive analytics with A/B testing capabilities — so your merchandisers can save time and strategically optimize for better business results.

Book a Demo
Analyze the quality of your search results.
Request a Search Experience Audit

What We Do

Surface key insights where they're most useful for decision-making

Constructor gives merchandisers the tools they need to test, iterate, and optimize at speed

With unique features like Rule Performance, merchandisers automatically get granular, directional feedback on their work — even on rules they institute on pages lacking data.

bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
Capabilities

Guided Experiments@2x

Make A/B testing and optimizing a breeze

  • Answer your most pressing optimization questions, and let AI suggest the best actions to take in response

  • Test your hypotheses and make informed business decisions with data you can trust

  • Conclusively determine whether an experience is driving better or worse results without sifting through mountains of data

  • Get a guided A/B testing experience with recommendations on when to stop or continue a test

  •  
Book a Demo

Make Impactful Changes@2x

Help merchandisers understand the effects of their work

  • Enable merchandisers to apply their knowledge alongside AI to see how their changes impact business KPIs

  • Pinpoint lost revenue opportunities and make high-converting changes in seconds

  • Compare manual rule performance with Al-predicted rankings

Book a Demo

Advanced Searchandising@2x-1

Go beyond basic boosting, burying, and slotting to create more effective campaigns 

  • Boost products for certain categories or search terms to ensure they get increased exposure

  • Efficiently create campaign-based rules for multiple queries, categories, or facets at the same time

  • Show multiple product variations to fill up space on empty product pages

  • Get more flexibility over campaign-based rule creation to improve product discoverability, optimize cross-channel performance, and align results with business objectives 

Book a Demo

Features

Get a competitive edge with ecommerce merchant controls and analytics designed specifically for enterprise ecommerce

  • Trend Reports
  • A/B Testing
  • KPI Dashboard
  • AI-Driven Predictive Analytics
  • Search Refinements
  • Product Catalog Management
  • Synonyms
  • User Journey Reports
Ebook

Take an in-depth look at Constructor’s search and browsing features.

Learn how our AI technology complements your own merchandising expertise to save hours of time and drive revenue.

Grab your guide to learn:

  • How we ensure comprehensive product discovery across your website

  • How clickstream data, transformers, and LLMs improve search results

  • How our Merchant Intelligence guides the A/B testing experience

 

 

Get the Guide
The Ultimate Guide to Searchandising with Constructor eBook cover
Customer Stories
alexander-sienkiewicz
oleksandra-grafova
alexander-sienkiewicz
oleksandra-grafova
alexander-sienkiewicz
oleksandra-grafova
alexander-sienkiewicz
oleksandra-grafova
swim-outlet-black

Learn how SwimOutlet increased conversion and revenue after switching to Constructor

“Our previous vendor just wasn’t built for ecommerce, and we were lacking the key insights that we needed to be able to take action. We didn’t know when to add synonyms for high-frequency search terms or when to optimize for conversion rates. We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem.”
Alexander Sienkiewicz
Chief Marketing Officer, SwimOutlet
Read the Full Story
maxeda-black

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

"When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024."
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group
Read the Full Story
swim-outlet-black

Learn how SwimOutlet increased conversion and revenue after switching to Constructor

“Our previous vendor just wasn’t built for ecommerce, and we were lacking the key insights that we needed to be able to take action. We didn’t know when to add synonyms for high-frequency search terms or when to optimize for conversion rates. We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem.”
Alexander Sienkiewicz
Chief Marketing Officer, SwimOutlet
Read the Full Story
maxeda-black

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

"When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024."
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group
Read the Full Story
swim-outlet-black

Learn how SwimOutlet increased conversion and revenue after switching to Constructor

“Our previous vendor just wasn’t built for ecommerce, and we were lacking the key insights that we needed to be able to take action. We didn’t know when to add synonyms for high-frequency search terms or when to optimize for conversion rates. We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem.”
Alexander Sienkiewicz
Chief Marketing Officer, SwimOutlet
Read the Full Story
maxeda-black

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

"When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024."
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group
Read the Full Story
swim-outlet-black

Learn how SwimOutlet increased conversion and revenue after switching to Constructor

“Our previous vendor just wasn’t built for ecommerce, and we were lacking the key insights that we needed to be able to take action. We didn’t know when to add synonyms for high-frequency search terms or when to optimize for conversion rates. We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem.”
Alexander Sienkiewicz
Chief Marketing Officer, SwimOutlet
Read the Full Story
maxeda-black

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

"When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024."
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group
Read the Full Story

Our Solution

Ecommerce Merchant Controls & Intelligence work seamlessly across Constructor's holistic suite of tools

Our powerful Merchant Controls & Intelligence are part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Merchant Controls & Intelligence are anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.

See Our Core
Constructor product icons orbiting Native Commerce Core
Constructor product icons orbiting Native Commerce Core

Our powerful Merchant Controls & Intelligence are part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Merchant Controls & Intelligence are anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.

See Our Core
Our Suite

A fully integrated suite of ecommerce search and product discovery solutions

Search
Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
Learn More
Browse
Personalized, optimized shopping experiences for each customer on every category page.
Learn More
Recommendations
Complement the shopping experience with the right recommendations for each customer at exactly the right time.
Learn More
Collections
Automatically organize products into themed, AI-powered, personalized landing pages to create a shopping experience that sparks joy -- and ROI.
Learn More
AI Shopping Assistant
Educate customers and help them find products with engaging, conversational AI blended with 1:1 personalization.
Learn More
Quizzes
Drive more revenue and build stronger relationships based on information your customers want you to know.
Learn More
Merchant Controls & Intelligence
Manage your entire discovery experience in one platform, then level up with actionable insights and predictive analytics.
Learn More
Attribute Enrichment
Kick manual work aside and enrich the product and category attributes your customers need to find the products they love.
Learn More
B2B Solutions
Tackle complex products, large catalogs, and dynamic pricing at the speed of B2B enterprise — all while maximizing your profit margin.
Learn More

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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