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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
    • 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.

        • 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
    • 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
Book a Demo

AI Shopping Assistant

Help your online customers discover great products faster

Constructor's AI Shopping Assistant is purpose-built to increase revenue for enterprise ecommerce by giving shoppers an engaging, human-like experience that helps them explore new items they want to purchase.

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

What We Do

Our AI Shopping Assistant lets shoppers interact with your website just like they would with a human

 

Your customers often don’t know what to search for, or where to find it.

Our AI technology helps educate and engage them during their buying journey, leveraging real-time data analysis to offer highly personalized product recommendations, answer questions in real-time, and guide shoppers to best-fit items. 

By mimicking the experience of interacting with a knowledgeable store associate, the AI assistant ensures that every customer feels supported and understood, leading to a more seamless and satisfying shopping experience that improves conversions, AOV, LTV, and brand trust.

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

You + AI = 🏆@2x-1

Help customers solve problems and discover new products

  • Offer shoppers the trusted advisor experience, without needing to shop in-store.

  • Implement your AI assistant in multiple ways, including search bar modes and intent-based suggestions.

  • Create domain specific assistants to help shoppers via LLM Model training, specific domain and catalog context, and prompt engineering.

  • Use sentiment analysis to better gauge customer emotions and provide contextually appropriate, personalized responses. 
Book a Demo

Glass Box@2x

Engage and educate your customers through content

  • Give customers a series of attractive, tailored product results, along with an explanation for why they need them.

  • Turn your platform into a hub for education and learning — not just transactions.

  • Return product results, refinement suggestions, site content, guides, and task-specific instructions to aid on the educational journey.

  • Make educational content an ecommerce strategy pillar to increase brand affinity and customer retention rates.
Book a Demo

ASA secure private data

Protect customer data with confidence

  • Secure, safe AI, with no personally identifiable information (PII) passed to LLMs.

  • Adhere to global privacy standards, such as GDPR and CCPA.

  • Limit data exposure, reducing the potential for breaches or misuse of personal information.

  • Foster trust and confidence in your brand by implementing advanced data protection measures.
Book a Demo

Recognition

Learn why AI Shopping Assistant is the most awarded solution in its category.

Convrt 2024 Gold Seal
Stevie Award
Stevies_ABAs_Peoples Choice_2024Winner
Stevies_IBA24_Gold_Winner
Stevies_Tech Excellence_24_Gold_Winner
What the Judges Said
Stevies_IBA24_Gold_Winner
Convrt 2024 Gold Seal
Stevies_Tech Excellence_24_Gold_Winner-1
Stevies_IBA24_Gold_Winner
Convrt 2024 Gold Seal
Stevies_Tech Excellence_24_Gold_Winner-1
Stevies_IBA24_Gold_Winner
Convrt 2024 Gold Seal
Stevies_Tech Excellence_24_Gold_Winner-1
Stevies_IBA24_Gold_Winner
Convrt 2024 Gold Seal
Stevies_Tech Excellence_24_Gold_Winner-1

Best new ecommerce solution in the world

“Constructor’s AI Shopping Assistant stands out as a powerful tool in modernizing and optimizing online shopping experiences… This functionality is crucial in keeping shoppers engaged on-site, reducing bounce rates and increasing conversion rates.”
The International Business Awards®
Read the Press Release

A shining example of “retail brilliance”

AI Shopping Assistant took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Read the Press Release

A game-changer in the ecommerce space

"AI Shopping Assistant “provides a trusted-associate-like experience in ecommerce — setting a new standard for interactive and personalized product discovery… The tool’s innovative approach and proven results highlight its potential to transform online shopping.”

The Stevie Awards for Technology Excellence
Read the Press Release

Best new ecommerce solution in the world

“Constructor’s AI Shopping Assistant stands out as a powerful tool in modernizing and optimizing online shopping experiences… This functionality is crucial in keeping shoppers engaged on-site, reducing bounce rates and increasing conversion rates.”
The International Business Awards®
Read the Press Release

A shining example of “retail brilliance”

AI Shopping Assistant took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Read the Press Release

A game-changer in the ecommerce space

"AI Shopping Assistant “provides a trusted-associate-like experience in ecommerce — setting a new standard for interactive and personalized product discovery… The tool’s innovative approach and proven results highlight its potential to transform online shopping.”

The Stevie Awards for Technology Excellence
Read the Press Release

Best new ecommerce solution in the world

“Constructor’s AI Shopping Assistant stands out as a powerful tool in modernizing and optimizing online shopping experiences… This functionality is crucial in keeping shoppers engaged on-site, reducing bounce rates and increasing conversion rates.”
The International Business Awards®
Read the Press Release

A shining example of “retail brilliance”

AI Shopping Assistant took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Read the Press Release

A game-changer in the ecommerce space

"AI Shopping Assistant “provides a trusted-associate-like experience in ecommerce — setting a new standard for interactive and personalized product discovery… The tool’s innovative approach and proven results highlight its potential to transform online shopping.”

The Stevie Awards for Technology Excellence
Read the Press Release

Best new ecommerce solution in the world

“Constructor’s AI Shopping Assistant stands out as a powerful tool in modernizing and optimizing online shopping experiences… This functionality is crucial in keeping shoppers engaged on-site, reducing bounce rates and increasing conversion rates.”
The International Business Awards®
Read the Press Release

A shining example of “retail brilliance”

AI Shopping Assistant took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Read the Press Release

A game-changer in the ecommerce space

"AI Shopping Assistant “provides a trusted-associate-like experience in ecommerce — setting a new standard for interactive and personalized product discovery… The tool’s innovative approach and proven results highlight its potential to transform online shopping.”

The Stevie Awards for Technology Excellence
Read the Press Release

Our Solution

AI Shopping Assistant works seamlessly across Constructor's holistic suite of tools

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

AI Shopping Assistant 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 AI Shopping Assistant is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce.

AI Shopping Assistant 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
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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