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      • All Constructor Products A connected system of intelligent discovery channels.
      • CONSTRUCTOR PLATFORM

        Learn more about the platform driven by a central Discovery Reasoning Engine that interprets behavior, context, and intent to deliver the right products to the right person, everywhere they shop.

        View More
      • SHOPPING AGENTS

        • AI Shopping Agent

          Helps shoppers find what they want to buy using natural language

        • Product Insights Agent

          Generate and answer personalized product questions that help shoppers buy with confidence

      • ONSITE SHOPPER EXPERIENCES

        • Search & Autosuggest

          Ecommerce search driven by AI and real-time shopper behavior

        • Browse

          Personalize your ecommerce category pages for maximum conversion

        • Recommendations

          Help shoppers discover products they didn’t know they needed

        • Retail Media

          Unlock paid revenue with relevant sponsored products and ads that don’t sacrifice customer experience

        • Collections

          Build dynamic, curated product pages

        • Quizzes

          Create smart product recommendation experiences that drive shopper engagement

      • OFFSITE SHOPPER EXPERIENCES

        • Cross-Channel & Offsite Discovery

          Create data-driven marketing campaigns across channels including email, SMS, mobile notifications and in-store

      • INSIGHTS & AUTOMATIONS

        • Merchant Intelligence Agent (Beta)

          Research, understand and fix what’s behind every result and ranking

        • Attribute Enrichment

          Enrich product and category attributes using GenAI to improve discoverability

        • Merchandiser Controls

          Gain insight from dashboards and reports, set controls and run experiments

    • 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.

      View Now
        • 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.

      Read Now
        • 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
      • All Constructor Products A connected system of intelligent discovery channels.
      • CONSTRUCTOR PLATFORM

        Learn more about the platform driven by a central Discovery Reasoning Engine that interprets behavior, context, and intent to deliver the right products to the right person, everywhere they shop.

        View More
      • SHOPPING AGENTS

        • AI Shopping Agent

          Helps shoppers find what they want to buy using natural language

        • Product Insights Agent

          Generate and answer personalized product questions that help shoppers buy with confidence

      • ONSITE SHOPPER EXPERIENCES

        • Search & Autosuggest

          Ecommerce search driven by AI and real-time shopper behavior

        • Browse

          Personalize your ecommerce category pages for maximum conversion

        • Recommendations

          Help shoppers discover products they didn’t know they needed

        • Retail Media

          Unlock paid revenue with relevant sponsored products and ads that don’t sacrifice customer experience

        • Collections

          Build dynamic, curated product pages

        • Quizzes

          Create smart product recommendation experiences that drive shopper engagement

      • OFFSITE SHOPPER EXPERIENCES

        • Cross-Channel & Offsite Discovery

          Create data-driven marketing campaigns across channels including email, SMS, mobile notifications and in-store

      • INSIGHTS & AUTOMATIONS

        • Merchant Intelligence Agent (Beta)

          Research, understand and fix what’s behind every result and ranking

        • Attribute Enrichment

          Enrich product and category attributes using GenAI to improve discoverability

        • Merchandiser Controls

          Gain insight from dashboards and reports, set controls and run experiments

    • 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.

      View Now
        • 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.

      Read Now
        • 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

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
Book a Demo

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.

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petco-black
fisheries-supply-black
home-24-black
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grove-black
bonobos-black
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ashley-black
bjs-black
bombas-black
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cromwell-black
journeys-black
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rothys-black
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williams-sonoma-black
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under-armour-black
gap-black
rei-black
tractor-supply-black
qvc-black
bath-and-body-works-black
foot-locker-black
petco-black
fisheries-supply-black
home-24-black
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grove-black
bonobos-black
monica-vinader-black
ashley-black
bjs-black
bombas-black
crate-and-barrel-black
cromwell-black
journeys-black
paperless-post-black
plow-hearth-black
rothys-black
serena-and-lily-black
west-elm-black
white-stuff-black
williams-sonoma-black
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under-armour-black
gap-black
rei-black
tractor-supply-black
qvc-black
bath-and-body-works-black
foot-locker-black
petco-black
fisheries-supply-black
home-24-black
target-au-black-1
grove-black
bonobos-black
monica-vinader-black
ashley-black
bjs-black
bombas-black
crate-and-barrel-black
cromwell-black
journeys-black
paperless-post-black
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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
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
Merchant Intelligence Agent
Merchant Intelligence Agent enables teams to get direct, contextual answers to questions about dashboard results, as well as suggestions to improve performance.
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Recommendations
Complement the shopping experience with the right recommendations for each customer at exactly the right time.
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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
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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