Unlock higher conversion with AI Agents that understand your shoppers

Agentic AI has rewired shopper expectations, and generic LLM assistants are already shaping how they want to search, compare, and decide. Generic AI can give broadly relevant suggestions, but it can’t understand the
individual behind the query.

Constructor’s onsite agents use real shopper signals to deliver guidance that feels personal, keeps discovery on your site, and drives higher conversion.

CONSTRUCTOR’S AGENTIC AI SOLUTIONS

Deliver agent-powered guidance tailored to your brand

Shoppers now expect the kind of conversational, guided help they experience with advanced LLMs. But true conversational search takes more than a chat interface. It requires an AI that understands why a shopper is looking, what matters to them, and how their preferences shape the right next step.

Constructor’s agents use your real shopper behavior, clickstream patterns, and product signals to interpret intent with accuracy generic LLMs can’t reach. ASA and PIA work together to turn open-ended exploration into confident decisions, all within your own brand experience.

AI SHOPPING AGENT (ASA)

Guide shoppers. Reduce early drop-offs.

Many shoppers arrive with only a rough idea of what they want: running shoes for getting back into training, a backpack for a longer trip, or a couch that works in a smaller space. Generic LLMs can suggest items that look relevant, but they can’t understand the individual behind the request.

ASA uses your real shopper behavior data to identify what matters most to each visitor: preferred brands, styles, patterns, and past interactions. Instead of broad suggestions, it delivers a guided starting point shaped around each shopper’s actual intent. The result is stronger engagement, fewer dead ends, and early-stage discovery that stays on your site.

AI PRODUCT INSIGHTS AGENT (PIA)

Answer shoppers' last-minute questions

The moment shoppers reach the PDP, even small questions can derail the purchase. Generic LLMs can provide general answers, but they lack the product context and shopper signals needed to be precise.

PIA uses your catalog data, product relationships, and real behavioral patterns to deliver instant, accurate answers tailored to the shopper’s situation. It resolves hesitation in seconds, keeps shoppers from leaving to research elsewhere, and drives more decisions to completion on your site.

Customer Stories
richard-spencer

“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
Read the Full Story

Recognition

Our AI Shopping Agent is the most awarded solution in its category

Whitepaper

Discover how Agentic AI is redefining the ecommerce playbook

Agentic AI is redefining how shoppers discover, evaluate, and buy. This guide explains what’s changing — and how retailers can prepare today to lead the next wave of ecommerce innovation.

Discover:

  • How the agentic era changes discovery, from search-driven to goal-driven journeys

  • What it takes to make your products visible and “agent-ready” for off-site and on-site agents
Read Now
Agentic-ai-whitepaper-cover_Constructor

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Related Resources

Explore how Agentic AI is shaping the future of retail.

Blog Post
AI Agents for Ecommerce: How Autonomous Assistants Are Changing the Shopping Journey

Discover how AI agents are reshaping ecommerce by bridging the gap between shopper intent and product confidence. Learn how they go beyond static FAQs and limited personalization to deliver context-aware guidance that reduces friction, lifts conversions, and builds trust at every step of the journey.

Read More
Blog Post
Conversational Search for Ecommerce: The Future of Natural, Frictionless Shopping Experiences

Explore how conversational search is redefining discovery for today’s AI-native shoppers. By combining transformer-powered reasoning with agents like ASA and PIA, retailers can turn natural language intent into faster, more relevant results — driving measurable gains in satisfaction, decision speed, and revenue.

Read More
Blog Post
Beyond the Search Bar: Enhancing Product Discovery Through AI Agents

See how AI-driven product discovery is evolving beyond traditional site search. Constructor’s ASA and PIA bring human-like guidance and machine-level intelligence together. They interpret context, sentiment, and shopper behavior to recommend products that feel intuitive, personal, and precise.

Read More

See what Agentic AI can do for your ecommerce revenue

Agentic AI is already changing the way shoppers discover and decide. Book a demo to see how Constructor partners with enterprise retailers to deliver provable ROI and long-term growth via agentic commerce:
  • Understand your opportunities with Agentic AI
  • Learn how to deploy in weeks, not years
  • See real retail use cases and ROI

Request a Demo