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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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  • 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.

Login
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Grocery

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

Dynamically adapt product rankings to time-sensitive trends, inventory, and critical grocery KPIs like AOV, LTV, and margin — thanks to Constructor’s AI-native product discovery solutions.

two people looking at fruits in a grocery store
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How We Help

Individually personalize product rankings according to search intent and KPIs

 

Curate 1:1 grocery experiences that boost loyalty, basket size, and profitability

Now is the time to move beyond basic search engines that can’t personalize for the complex needs of grocers — from understanding nuanced intent to ranking products against critical KPIs. With Constructor’s suite of AI-native product discovery solutions, you can dynamically optimize product rankings based on real-time shopper behavior, inventory shifts, and fast-moving food trends like “Dubai chocolate” or “Super Bowl snacks.” You can also make restocking for pantry staples fast and familiar. Finally be able to drive higher revenue, protect margins, and deliver curated 1:1 experiences at every touchpoint.

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

Personalization grocery ecommerce

Deliver revenue-driving grocery experiences that feel personal

  • Drive brand differentiation, engagement, and loyalty by delivering grocery experiences curated at a 1:1 level — powered by real-time behavioral data and AI-native personalization engines
     
  • Boost CLV and shorten time-to-purchase with dynamic recommendations based on individual shopping missions, dietary needs, and purchase history

  • Make restocking fast and familiar with personalized landing pages that automatically surface frequently repurchased items, powered by Constructor’s Collections

  • Help shoppers complete their grocery goals — from full meal prep to household restocks — with the AI Shopping Agent, your always-on, conversational helper that understands intent and guides product discovery like a real clerk would

  • Finally capture complex shopper intent to surface the right products at the right time (i.e., when someone searches for “pepper” vs “peppers,” in addition to queries like “butter for baking” or “soy free soy sauce”)
Book a Demo

Scalability@2x

Break free from the limits, costs, and complexity of subpar search solutions

  • Speed up development cycles and optimization times by moving away from in-house built solutions

  • Escape the ceiling of outdated platforms with Constructor, which gives you the AI-driven power to drive revenue, personalization, and better performance without rebuilding from scratch

  • Improve time to market with Constructor’s out-of-the-box agility, allowing you to quickly launch point search solutions purpose-built to adapt to your business

  • Refocus your team’s energy on high-impact business strategy by letting Constructor handling the day-to-day complexity of SKU changes, manual merchandising tasks, and 1:1 product rankings at scale
Book a Demo

Omnichannel@2x

Unify your grocery experience across every channel

  • Show shoppers what’s actually available at their local store or fulfillment center, personalize recommendations based on stock, and dynamically adapt promotions to regional preferences via Constructor solutions 

  • Give customers a seamless experience — whether they’re planning a delivery, reserving a pickup, or navigating in-store — powered by personalized discovery, even when offsite

  • Understand and anticipate shopper intent (i.e. meal prep, pantry restocking, event planning) and personalize product rankings to grow AOV

  • Unify behavioral data across channels to offer smarter suggestions, repeat purchase reminders, and mission-driven collections, thus rewarding engagement across ecommerce and brick-and-mortar
Book a Demo

KPI Optimization@2x

Balance the KPIs that matter most via advanced ecommerce AI and machine learning  

  • Drive the outcomes you care about most by setting a primary KPI (i.e., revenue, AOV, conversion) and then letting Constructor’s data science–backed algorithms automatically balance it with secondary KPIs

  • Help shoppers find more of what they want thanks to Constructor’s 1:1 personalization engine, thus boosting revenue and LTV

  • Surface high-margin, frequently bought-together, or complementary products at just the right moment — whether during search, browse, or checkout — to lift AOV, all while staying contextually helpful

  • Avoid over-promoting low-margin items and maximize ROI from every session by intelligently aligning product discovery with profitability targets

  • Automatically tailor search, browse, and recommendations to reflect what’s actually in stock — showing available items, suggesting the right substitutes, and driving revenue even during fulfillment disruptions
Book a Demo

Auto-Enriched Attributes

Make your product data work harder — so your merchandising team doesn’t have to 

  • Use a data-backed, AI-first approach for attribute enrichment, where shopper behavior and search analytics guide which attributes are important to display or filter by

  • Minimize time-to-market and reduce manual overhead by syncing enriched attributes in real time across seasonal changes, vendor updates, and SKU turnover

  • Automatically normalize product quantity and volume data (e.g., L, ML, OZ, pack size) to power smarter filters, better search relevance, and more accurate substitutions — thanks to advanced ecommerce AI

  • Capture revenue from fast-moving trends, like “Dubai chocolate” or “Super Bowl snacks,” even when exact matches don’t exist — thanks to dynamically personalized product results 

  • Deliver enriched, shopper-relevant product data consistently across mobile, desktop, and other platforms without needing separate testing or tagging infrastructure
Book a Demo
Customer Stories
utadi-murphy
target-au-black-1

+A$13M in search revenue.

“Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives."
Utadi Murphy
General Manager, Digital & Ecommerce at Target Australia
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
Provide personalized, optimized shopping experiences for every 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 Agent
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
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

Retail Insights from Constructor

Research Report
Beyond Relevance: The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance

While search usage levels differ across retail verticals, the underlying trend remains the same — shoppers who engage with search consistently drive a disproportionate share of revenue. See what drives search success in Department & General Merchandise with this comprehensive analysis of ecommerce search behavior.

Read More
Ebook
The Ultimate Guide to Searchandising with Constructor

Learn everything there is to know about searchandising with Constructor, which involves partnering with our AI-native tech to convert data into actionable decisions that satisfy customers.

Read More
Blog Post
The Ultimate Guide to Ecommerce Personalization

Ecommerce personalization is more than just a buzzword. It’s a critical business strategy. At its core, it's about transforming disconnected customer touchpoints into one fluid conversation that spans the entire shopping journey.

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
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  • 21972-312_SOC_NonCPA-150x150
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