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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.

Login
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

Furniture & Home Goods

Make researching and buying furniture feel effortless

Furniture & home goods buyers research extensively before purchasing, from comparing swatches to measuring room layouts, checking sizes, and visiting showrooms. Make it easy for shoppers to find and then purchase home decor pieces that match their individual tastes, thanks to Constructor’s AI-native solutions.

furniture and home goods ecommerce product search and discovery
Book a Demo

How We Help

Help shoppers take the guesswork out of furnishing rooms and spaces

 

Offer a seamless, personalized furniture & home goods shopping experience

Thanks to advanced ecommerce AI that surfaces 1:1 product results based on behavioral data, room context, and aesthetic intent, customers can start and finish their furniture & home goods purchasing journey with ease. Even support them when searching for inspiration-led queries, like “boho bedroom sets” or “coastal dining spaces.”

So whether they’re redecorating or furnishing a new home, better help them find and secure the right pieces to tie the room together. 

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 furniture and home goods ecommerce

Personalize home design shopping experiences, even if they happen yearly

  • Understand shopper intent fast and reflect their aesthetic preferences instantly — whether they’re redecorating or furnishing a new home

  • Help shoppers find the right piece faster by ranking products based on their style preferences, intended room, and budget, thanks to our personalization engine that adapts results in real time to match what matters most

  • Support inspiration-led queries like “boho bedroom sets” or “coastal dining spaces” to match how real customers shop, thanks to dynamically created attributes 
Book a Demo

omnichannel capabilities for furniture and home goods stores

Deliver consistent, connected discovery across online and physical retail 

  • Help shoppers pick up wherever they left off by linking digital touchpoints with showroom experiences, thanks to cross-device continuity 

  • Automatically display lead times and prioritize in-stock or quick-ship items based on shopper urgency and inventory availability, thanks to collaborations with leading OMS providers 

  • Prove omnichannel ROI by being able to credit your online experience when a shopper finds a product via search but buys in-store, and vice versa
Book a Demo

regional capabilities for online furniture and home goods stores

Localize the shopping experience for smarter, faster, and more cost-effective fulfillment

  • Let shoppers browse inventory, pricing, and fulfillment options specific to their nearest store — including BOPIS, ROPIS, and local delivery — all in real time

  • Reduce shipping costs and streamline delivery by automatically prioritizing products fulfilled by the same warehouse

  • Make furniture shopping more affordable by customizing regional pricing based on shipping costs
Book a Demo

virtual store associates for furniture and home goods

Give every online shopper the confidence of in-store guidance

  • Simulate the trusted feel of a showroom expert — without the overhead — with Constructor’s AI Shopping Assistant, an award-winning tool that answers questions and guides shoppers to best-fit products in real time

  • 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 via In-Store Search, a Cross-Channel and Offsite Discovery offering  

  • Increase conversions by using product finder quizzes as an entry point or upsell across any of your sales and social media channels

  • Never miss a revenue opportunity by turning your Furniture & Home Goods ecommerce channel into a 24/7 salesperson 
Book a Demo

Attribute Enrichment ecommerce search and product discovery

Bridge the gap between shopper vision and your product data

  • Capture more long-tail and aesthetic-driven sales with enriched product metadata that mirrors how shoppers search

  • Automatically enrich your product catalog with attributes critical to tying a room together, like secondary color tags, finishes, and style

  • Enhance faceted search with nuanced, room-context attributes

  • Improve product recall and findability for visually-driven terms like “coastal neutral” or “walnut with brass accents”
Book a Demo
Customer Stories
gianluca-randisi-1
home-24-black

Discover how home24 doubled search conversion rates with Constructor

"Aside from the positive return on investment, we love the ease of use, extremely hands-on support, and pleasant experience that comes from working with the Constructor team. If you're an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor."
Gianluca Randisi
Chief Product Officer, home24
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.
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
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
Customer Stories
sharon-gautschi
rugs-direct-black

Learn how Rugs Direct lifted conversion rates by 28% with Constructor

"Since our first case study with Constructor, they’ve continued to surprise us with their ability to drive the metrics we care about and their willingness to partner with us to solve problems. The responsiveness of their customer success team has allowed us to have much quicker turnaround times on our projects. We always felt like we were attended to with Constructor. It’s clear that I have a team behind me that’s dedicated to ensuring we succeed with product discovery."
Sharon Gautschi
SVP of Merchandising, Rugs Direct
Read the Full Story

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
  • Cartification-mark_04-09-300x253-1-150x150
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