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    • Native Commerce Core™

      Constructor’s holistic suite of AI-native tools is designed specifically for enterprise ecommerce.

    • 2025-forrester-wave-hero-image-800w@2x

      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • 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.

        • AI Product Insights Agent

          Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).

        • 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.

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

    • q3-25-forrester-shopify-webinar-resource-hub@2x

      AI Agents in Commerce: What’s Working, What’s Not, and How to Start

      Join Constructor and Shopify leadership, along with guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion.

        • B2C

          Help more shoppers find the right products for them.

        • B2B

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

        • Fashion & Apparel

          Tailor discovery experiences to every season, trend, and shopper.

        • Grocery

          Help every shopper fill their basket — faster, smarter, and more profitably.

        • Furniture & Home Goods

          Make researching and buying furniture feel effortless.

        • Department & General Merchandise

          Show appealing product results from large, complex catalogs.

  • Customers
    • agentic-ai-hero@2x-2

      Preparing Retail for Agentic AI

      We're witnessing the early stages of a radical shift in digital commerce: the rise of AI shopping agents. It's a transformation that redefines discovery, giving shoppers a new way to find products and make purchasing decisions.

        • 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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    • Native Commerce Core™

      Constructor’s holistic suite of AI-native tools is designed specifically for enterprise ecommerce.

    • 2025-forrester-wave-hero-image-800w@2x

      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • 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.

        • AI Product Insights Agent

          Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).

        • 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.

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

    • q3-25-forrester-shopify-webinar-resource-hub@2x

      AI Agents in Commerce: What’s Working, What’s Not, and How to Start

      Join Constructor and Shopify leadership, along with guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion.

        • B2C

          Help more shoppers find the right products for them.

        • B2B

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

        • Fashion & Apparel

          Tailor discovery experiences to every season, trend, and shopper.

        • Grocery

          Help every shopper fill their basket — faster, smarter, and more profitably.

        • Furniture & Home Goods

          Make researching and buying furniture feel effortless.

        • Department & General Merchandise

          Show appealing product results from large, complex catalogs.

  • Customers
    • agentic-ai-hero@2x-2

      Preparing Retail for Agentic AI

      We're witnessing the early stages of a radical shift in digital commerce: the rise of AI shopping agents. It's a transformation that redefines discovery, giving shoppers a new way to find products and make purchasing decisions.

        • 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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Ecommerce Collections

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

Constructor’s purpose-built AI optimizes your collection pages by aligning shopper preferences with your most important metrics. Deliver curated, user-friendly product pages that increase conversions and revenue, no matter your vertical and product categories.

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

What We Do

Use AI-native collection pages to ensure every page is curated for conversion rates

 

Easily design themed pages that aren’t limited by your product hierarchy for your website, email marketing campaigns, and more 

Powered by Clickstream data and advanced machine learning, you can automate collection displays and rerank products to optimize for your KPIs.

With a mix of dynamic rules, AI automation, and individual product selections, easily create the exact collection page and shopping experience you want customers to have.

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

Dynamic@2x

Set up tailored landing pages more easily 

  • Build curated collection pages by filtering by attributes, uploading a CSV file, or using Generative AI — without having to modify your product hierarchy or get help from an engineer

  • Use custom fields to easily update and display enriched content across collections — for seasonal promotions, loyalty programs, and beyond

  • Dynamically adjust advanced filtering and sorting options so shoppers can self-serve effortlessly

  • Create sub-collections within larger categories to simplify navigation and help users find specific products and product lines faster
Book a Demo

Tailor Made@2x

Deliver eye-catching, unique experiences to every shopper, every time

  • Pair AI with clickstream to hyper-personalize your collections and drive your most critical KPIs

  • Leverage collections data to power a more holistic product discovery experience, helping surface better products for customers site-wide

  • Review collections as if you were a user on your site, complete with facets, product data, and ranking explanations

  • Ensure the most relevant collections are always front and center via your homepage or within Browse categories
Book a Demo

Omnichannel Ready@2x

Streamline cross-channel and -device marketing campaigns

  • Make campaign management simple across ads, social, and email platforms

  • Constructor’s REST API ​ gives you seamless connectivity across channels to help you collect the data you need for effective campaigns

  • Encourage offsite discovery by using the full merchandising suite of tools to personalize collections for email marketing and other campaigns

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

Industry Applications

How leading ecommerce websites and industries use collection pages to guide discovery

  • Fashion shopping is seasonal, trend-driven, and visual. Collections automates the creation of listing pages around trends, occasions, and styles — like New Arrivals, Wedding Guest Dresses, or Snow Essentials. Collections for your online store adapt based on inventory, shopper behavior, and performance data, ensuring the right products surface as demand shifts. This keeps landing pages relevant, drives customer engagement, reduces manual merchandising work, and increases conversion rates.

    Learn More
    collections for fashion and apparel
  • Grocery shopping is routine-driven and time-sensitive. Ecommerce collection pages make it easy to group products by use cases such as Weekly Essentials, Meal Prep, or Seasonal Favorites. Constructor keeps these collections up to date as availability changes and shopper preferences evolve, helping potential customers find what they need faster while increasing basket size and repeat visits.

    Learn More
    collections for grocers
  • Home purchases are planned, project-based, and often span multiple items. Ecommerce sites with curated listing pages help shoppers browse coordinated sets — such as Living Room Looks, Small Space Solutions, or Outdoor Entertaining. Constructor ensures these collections reflect current inventory, product compatibility, and shopper engagement, giving buyers confidence, helping them find inspiration, and supporting higher-value purchases.

    Learn More
    collections for furniture and home goods
  • Large catalogs can overwhelm shoppers without clear structure. Curated listing pages let retailers group products by focused categories — like Back-to-School, Valentine's Day, or Editor’s Picks — to guide browsing and reduce friction. Constructor dynamically updates collections based on what performs best, helping teams scale merchandising without relying on static rules or constant manual updates.

    Learn More
    collections for department and general merchandise
  • Direct-to-consumer brands rely on storytelling and brand-led merchandising. Ecommerce collection pages let B2C teams organize featured products by launch, campaign, or theme (e.g., Best Sellers or Limited Drops). With Constructor, collections automatically reflect shopper interest and performance signals, keeping brand-led experiences effective as traffic and behavior change.

    Learn More
    ecommerce collection pages for b2c
  • B2B buyers want speed, structure, and clarity. Collection pages help organize large catalogs into practical groupings, such as Compatible Parts, Bulk Order Favorites, or Industry-Specific Kits. Constructor keeps these collections accurate as inventory, pricing, and demand change. This helps buyers self-serve efficiently while reducing friction in complex purchasing journeys.

    Learn More
    ecommerce collection pages for b2b
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
Cover for The Ultimate Guide to Searchandising with Constructor
Customer Stories
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
petco-black

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

“What we loved about Constructor was the fact that it’s built on true glassbox AI."

“Constructor's AI will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

“What we loved about Constructor was the fact that it’s built on true glassbox AI."

“Constructor's AI will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

“What we loved about Constructor was the fact that it’s built on true glassbox AI."

“Constructor's AI will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

“What we loved about Constructor was the fact that it’s built on true glassbox AI."

“Constructor's AI will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview

Our Solution

Collections works seamlessly across Constructor's holistic suite of ecommerce tools

Our powerful Collections solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Collections is 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 suite of tools circling Native Commerce Core
Constructor suite of tools circling Native Commerce Core

Our powerful Collections solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Collections is 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
Provide personalized, optimized shopping experiences for every customer on every category page.
Learn More
AI Shopping Agent
Educate customers and help them find products with engaging, conversational AI blended with 1:1 personalization.
Learn More
AI Product Insights Agent
Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).
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
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
Retail Media
Show the optimal mix of sponsored listings that drive revenue without harming your brand.
Learn More
Cross-Channel and Offsite Discovery
Provide a connected omnichannel discovery experience across both digital and physical touchpoints.
Learn More

Frequently Asked Questions

  • Traditional collections are usually static and manually maintained. Constructor’s Collections are dynamic — as in, they automatically update based on shopper behavior, inventory changes, and performance signals. This means collections stay relevant without constant manual work.

  • Yes. Constructor’s Collections respond to real-time inventory availability, shopper engagement, and product performance. When items go out of stock or demand shifts, collections adjust automatically to surface the most appropriate products.

  • Absolutely. AI handles scale and optimization, while merchandisers set the strategy. Teams can pin products, apply business rules, prioritize brands or margins, and shape collections to align with campaigns, storytelling, and brand goals.

  • Collections can support a wide range of use cases, including seasonal campaigns, promotions, trends, gifting, new arrivals, editorial storytelling, and occasion-based shopping. They’re also well-suited for complex B2B assortments or industry-specific use cases.

  • Collections reduce decision fatigue by presenting a curated, relevant set of products instead of overwhelming shoppers with endless options. They help shoppers browse with confidence and discover products faster, especially when intent is exploratory.

  • Yes. Constructor’s Collections can adapt based on shopper behavior, preferences, and context, so different customers may see different products within the same collection. All products returned are optimized to drive sales and improve other ecommerce outcomes, such as conversion rate, average order value (AOV), margins, and revenue.

  • Collections work alongside Search, Browse, and Recommendations to create a connected discovery experience. Each interaction on these surfaces generates valuable signals — what shoppers click, filter, add to cart, and ultimately buy — that continuously refine ranking and attractiveness everywhere. So performance in Collections can improve Search and Recommendations, and vice versa. This means that discovery gets smarter over time, without teams having to constantly re-merchandise.

  • They’re designed specifically for scale. Whether you manage thousands or millions of SKUs, Collections make large catalogs feel intentional and easy to explore — without relying on constant manual curation.

  • Most teams can start creating and testing Collections quickly using Constructor’s existing data and tooling. Many potential customers validate impact through a Proof Schedule before rolling out more broadly.

Book a Demo

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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