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Turn Shopper Intent Into Revenue With AI Agents Built for Conversational Commerce
Agentic commerce is here — and it’s changing how shoppers find and evaluate products. Constructor’s AI agents are purpose-built to deliver smarter, faster, and more confident shopping experiences.
Deliver proven impact and a better shopping experience:
- AI Shopping Agent (ASA) drives +16% revenue per visitor, +12% conversion rate, and +5% average order value
- AI Product Insight Agent (PIA) increases purchase rates by +197% and revenue by +178% for users engaging with Q&A
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CAPABILITIES
Help customers solve problems and discover new products
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Offer shoppers the trusted advisor experience, without needing to shop in-store.
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Implement your AI agent in multiple ways, including search bar modes and intent-based suggestions.
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Tailor your AI agent to your catalog, industry, and brand voice—so it speaks your customers’ language.
- Detect shopper hesitation or intent signals to provide emotionally aware, personalized responses.
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.
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.
Customer Story
AI Shopping Assistant (ASA) in Action
“Hey, did you see Belk has a shopping assistant?” has become a word-of-mouth driver that’s elevating the brand’s reputation as an innovator. In addition to the revenue increases, it’s generating curiosity and creating new reasons for shoppers to visit their site.
Richard Spencer
CIO, Belk
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CAPABILITIES
Meet shoppers at the moment of highest intent
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Deliver real-time product Q&A exactly where it’s needed — right on your PDPs
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Auto-answer common questions about sizes, materials, care, delivery, returns, and more
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Ingest and synthesize content from existing reviews, specs, FAQs, and support docs — no manual input required
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Flexible setup means no strain on your technical teams — deploy and optimize with minimal effort
Keep Shoppers Engaged and Confident
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Predict and surface next-best questions to remove doubts and reduce drop-off
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Provide clear, context-aware answers that set accurate expectations and cut return rates
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Unlock upsell opportunities by recommending compatible accessories or alternatives within the Q&A flow
Learn What Shoppers Really Want to Know
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Uncover the real questions and concerns customers have at the moment of purchase
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Reveal gaps in product content, specs, or support materials to help teams prioritize updates, improve merchandising, enhance PDPs, and fine-tune the entire shopping experience over time
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Continuously get smarter as PIA learns from every interaction, delivering better answers and more valuable intel with every session
Recognized by Analysts and Experts
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Constructor Named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Constructor was named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025. We received the highest possible scores in 14 criteria, including AI innovation, search performance, retail media, and customer experience — reflecting our unique focus on driving results across the shopper journey.
Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Book a Demo
Ranked #1 for Conversational Search by Gartner® & Named a Leader in the Magic Quadrant™
Constructor was recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Search and Product Discovery, and received the highest score for the Conversational Search use case in the 2025 Gartner® Critical Capabilities for Search & Product Discovery. These recognitions reflect our ability to deliver AI-powered search experiences that drive results across ecommerce use cases.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner® Critical Capabilities for Search & Product Discovery, 2025
Book a Demo
A game-changer in the ecommerce space
"AI Shopping Agent “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
Book a Demo
A shining example of “retail brilliance”
AI Shopping Agent took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Book a Demo
Best new ecommerce solution in the world
“Constructor’s AI Shopping Agent 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®
Book a Demo
Constructor Named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Constructor was named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025. We received the highest possible scores in 14 criteria, including AI innovation, search performance, retail media, and customer experience — reflecting our unique focus on driving results across the shopper journey.
Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Book a Demo
Ranked #1 for Conversational Search by Gartner® & Named a Leader in the Magic Quadrant™
Constructor was recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Search and Product Discovery, and received the highest score for the Conversational Search use case in the 2025 Gartner® Critical Capabilities for Search & Product Discovery. These recognitions reflect our ability to deliver AI-powered search experiences that drive results across ecommerce use cases.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner® Critical Capabilities for Search & Product Discovery, 2025
Book a Demo
A game-changer in the ecommerce space
"AI Shopping Agent “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
Book a Demo
A shining example of “retail brilliance”
AI Shopping Agent took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Book a Demo
Best new ecommerce solution in the world
“Constructor’s AI Shopping Agent 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®
Book a Demo
Constructor Named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Constructor was named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025. We received the highest possible scores in 14 criteria, including AI innovation, search performance, retail media, and customer experience — reflecting our unique focus on driving results across the shopper journey.
Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Book a Demo
Ranked #1 for Conversational Search by Gartner® & Named a Leader in the Magic Quadrant™
Constructor was recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Search and Product Discovery, and received the highest score for the Conversational Search use case in the 2025 Gartner® Critical Capabilities for Search & Product Discovery. These recognitions reflect our ability to deliver AI-powered search experiences that drive results across ecommerce use cases.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner® Critical Capabilities for Search & Product Discovery, 2025
Book a Demo
A game-changer in the ecommerce space
"AI Shopping Agent “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
Book a Demo
A shining example of “retail brilliance”
AI Shopping Agent took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Book a Demo
Best new ecommerce solution in the world
“Constructor’s AI Shopping Agent 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®
Book a Demo
Constructor Named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Constructor was named a Leader in The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025. We received the highest possible scores in 14 criteria, including AI innovation, search performance, retail media, and customer experience — reflecting our unique focus on driving results across the shopper journey.
Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
Book a Demo
Ranked #1 for Conversational Search by Gartner® & Named a Leader in the Magic Quadrant™
Constructor was recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Search and Product Discovery, and received the highest score for the Conversational Search use case in the 2025 Gartner® Critical Capabilities for Search & Product Discovery. These recognitions reflect our ability to deliver AI-powered search experiences that drive results across ecommerce use cases.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner does not endorse any vendor, product or service depicted in its research publications.
Gartner® Critical Capabilities for Search & Product Discovery, 2025
Book a Demo
A game-changer in the ecommerce space
"AI Shopping Agent “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
Book a Demo
A shining example of “retail brilliance”
AI Shopping Agent took home the gold as best ecommerce solution in the Convrt Awards for retail. Judges praised the “great use of GenAI!”
Convrt Awards
Book a Demo
Best new ecommerce solution in the world
“Constructor’s AI Shopping Agent 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®
Book a Demo
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Revenue per user
+5
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Revenue per visit
+$40
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+A$13
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20.07
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Overall ROI
+9
%
Search Revenue
+13
%
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+15
%
Revenue per user
+5
%
Revenue per visit
+$40
M
Revenue
+A$13
M
Revenue
20.07
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Overall ROI
+9
%
Search Revenue
+13
%
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+15
%
Revenue per user
+5
%
Revenue per visit
+$40
M
Revenue
+A$13
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Revenue
20.07
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Overall ROI
