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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

Cross-Channel & Offsite Discovery

Provide a holistic discovery experience wherever your shoppers are

Finally provide a connected omnichannel discovery experience. Create and launch data-driven marketing campaigns that show the right product or message at just the right moment, thanks to Constructor’s AI-native Cross-Channel & Offsite Discovery solutions.

cross-channel and offsite discovery
Book a Demo

How We Help

Use onsite behavior to enhance your multichannel marketing efforts

 

Invite shoppers back — online and in-store — with relevant content and seamless journeys

Harness onsite signals and behavioral data to drive 1:1 personalized experiences across your full marketing ecosystem — from email, SMS, and paid media to mobile push and in-store kiosks. Constructor’s AI-powered solutions help ecommerce teams not only deliver tailored recommendations, but also optimize search, discovery, and engagement across both digital and physical touchpoints — all while aligning with business goals and campaign strategy.

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
Solutions

email recommendations

Turn routine emails into dynamic, 1:1 experiences that convert

  • Show each shopper the products they’re most likely to love, based on real behavior like browsing, purchase history, or cart activity

  • Increase CTR and sales by as much as 322% — without increasing spend

  • Extend the lifecycle of customer interest by helping rekindle intent, reminding shoppers of relevant items, complementary products, or timely restocks

  • Show tailored content at scale, from product recommendations for transactional emails to promotional campaigns (all personalized without manual effort)

  • Support full-funnel marketing goals and deepen customer engagement by introducing new products, reinforcing brand value, or nudging shoppers toward repurchase
Book a Demo

offsite ads

Show the right product to the right person in the right place 

  • Power personalize ads that extend your reach and engage new and returning shoppers wherever they browse (on news sites, blogs, apps, social platforms, and more) 

  • Turn browsers into buyers with personalized nudges based on behavior like product views and abandoned carts

  • Reinforce brand recognition and trust through consistent exposure across channels (i.e., cohesive messaging from email to social media to display ads) 
Book a Demo

mobile push notifications

Grab shoppers’ attention instantly, wherever they are

  • Personalize mobile push notifications in real time, directly on a user’s phone — making them ideal for timely alerts like limited-time offers

  • Nudge shoppers back into your app or mobile site using tailored content that encourages continued exploration or purchase
Book a Demo

in-store search

Meet growing shopper expectations for in-store convenience and autonomy

  • Bring the depth of your online catalog into the physical store, letting shoppers browse and search for items that may not be on the shelves (e.g., out-of-stock or online-only products) 

  • Deliver personalized product suggestions, promos, or cross-sell opportunities right at the point of decision-making, thanks to integrating customer profiles, loyalty data, or past behavior

  • Feed the real-time data from kiosk interactions — what shoppers are searching for, what’s out of stock, what’s trending, etc. — back into inventory, marketing, and merchandising strategies
Book a Demo

sms

Show personalized text messages that are nearly guaranteed to be seen — fast

  • Connect with shoppers 1:1 no matter where they are, turning quick glances into impulse buys or store visits

  • Cut through the noise and drive faster decisions with messages that include just the right product at the right time

  • Create urgency and boost conversions with time-sensitive campaigns (like low-stock alerts or limited-time deals) paired with personalized product recommendations 

  • Provide a consistent, personalized experience across touchpoints (i.e., email, push, and ads), giving shoppers the freedom to act on the channel they prefer
Book a Demo

Use a suite of Cross-Channel & Offsite Discovery products that are purpose-built to improve the entire omnichannel ecommerce experience:

Book a Demo
  • Provide shoppers with the most attractive offsite recommendations based on their onsite shopper interactions and intent. Record their interactions in the clickstream to inform the rest of the product discovery experience

  • Show personalized recommendations where your shoppers are likely to interact, leveraging strategies with 9 sets of logic that collect data on user intent and behavior

  • Make marketing campaigns more effective by delivering consistent multichannel experiences that align offsite and onsite interactions. Drive tangible business results by increasing conversions, ROAS, and overall business performance

  • Easily connect Cross-Channel & Offsite Discovery solutions with your existing marketing tools or platforms via API or HTML snippet

THE PRODUCT

Cross-Channel & Offsite Discovery solutions work seamlessly across Constructor's holistic suite of ecommerce tools

Our powerful Cross-Channel & Offsite Discovery solutions are part of Constructor's holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

These solutions 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 powerful Cross-Channel & Offsite Discovery solutions are part of Constructor's holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

These solutions 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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  • 21972-312_SOC_NonCPA-150x150
  • Cartification-mark_04-09-300x253-1-150x150
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