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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.

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Book a Demo
  • 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

Fashion & Apparel

Tailor discovery experiences to every season, trend, and shopper

Help fashion-savvy shoppers quickly find the products they want — and the ones they never knew they needed — with Constructor's AI-native solutions driven by real-time behavioral data. 

fashion-apparel-banner@2x
Book a Demo

How We Help

Imagine if every shopper found the look they wanted — instantly

 

Surface the right products at the right time so your customers become even bigger fans of your brand 

If you’re a high-volume brand, luxury label, marketplace, or fashion & apparel retailer in between, you can combine business acumen with advanced ecommerce AI to deliver contextually attractive products that convert. So whether you're promoting spring collections during winter months, deciding how much to boost new products, or capitalizing on spur-of-the-moment trends, you’ll keep both customers and critical ecommerce KPIs on trend.

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

Merchandising Automation@2x

Never miss out on optimizing revenue — no matter the season

  • Blend the art and science of merchandising with turnkey AI automation that streamlines manual work, all with the click of a few buttons from a single dashboard

  • Know exactly when and where to promote new, high-margin, trending, or additional items for optimal conversions  

  • Avoid losing revenue from under- or overstocking by seeing which products are selling and how quickly

  • Improve visibility across your catalog without compromising conversions by letting AI help you find the right balance between new versus top items
Book a Demo

Personalized Recommendations@2x

Personalize product recommendations to each unique shopper — onsite and offsite 

  • Hyperpersonalize product result sets based on real-time shopper behavior and preferences, ensuring the best product-customer match 100% of the time

  • Determine what’s shown in each recommendation by hardsetting rules or allowing the AI to rank results against KPIs

  • Receive transparent, easy-to-understand insights on recommendation pod performance via merchandiser-friendly tools

  • Deliver consistent cross-channel experiences by aligning offsite and onsite product recommendations, making marketing campaigns more effective
Book a Demo

Collections@2x

Better cater to shoppers during seasonal and annual cyclic trends

  • Automatically tailor landing pages to shoppers on a 1:1 basis at scale, thanks to AI-generated Collections

  • Curate last-minute, personalized landing pages to capture quickly evolving fashion trends, thanks to the work of AI together with customer behavioral data

  • Personalize Collections for email marketing and other campaigns by using the full merchandising suite of tools, encouraging cross-channel discovery

  • Optimize for mobile shoppers with a fully responsive design that ensures seamless usability on any device
Book a Demo

Attribute Enrichment@2x

Enhance catalog visibility on a 1:1 basis, even with new products 

  • Support current trends and automatically improve catalog visibility by using generative AI and machine vision to combine raw catalog data and customer behavioral data

  • Deliver hyper-relevant results for each shopper by enriching product data with fabric types, colors, styles, and even seasonal trends

  • Boost purchasing confidence and reduce cart abandonment by providing comprehensive product information

  • Improve ecommerce SEO and lower bounce rates with accurate and complete product data
Book a Demo
Customer Stories
ross-loughlin
white-stuff-blue

See how White Stuff's digital transformation drove search conversion rates by 21%

“Constructor isn’t built upon legacy platforms that have sort of evolved and evolved. It feels very fresh and built for clothing retail…The adoption from the team was so much faster and so much more intuitive, and we could go onto the more advanced stuff and start gaining more insight.”
Ross Loughlin
Head of Ecommerce, White Stuff
Read the Full Story
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

Gartner

Gartner Peer Insights™ Reviews

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Recommended Content

Blog Post
How to Use AI for Fashion & Apparel Trend Forecasting

Discover how AI can be applied to improve and expedite trend forecasting to deliver better customer experiences, promote sustainability, and increase sales.

Read More
EBook
Data-Driven Merchandising in Fashion & Apparel: Why It’s the Perfect Fit

Discover how to keep up with fast-paced trends and create engaging product discovery experiences that not only satisfy fashion-savvy customers, but also streamline manual merchandising work and drive business KPIs.

Read More
Blog Post
How Online Fashion Retailers Can Attract and Retain Cost-Conscious Shoppers

Learn how to adapt the product discovery experience to capture and retain the attention of low-budget shoppers, no matter the economic environment.

Read 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
  • MACH Certified
  • 21972-312_SOC_NonCPA-150x150
  • Cartification-mark_04-09-300x253-1-150x150
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