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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 Commerce 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

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          Personalize your ecommerce category pages for maximum conversion

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          Help shoppers discover products they didn’t know they needed

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

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Powering Discovery for the Agent Era

Search Product Discovery Personalization Online Retail Ecommerce Technology
Published on:
June 9, 2026
Author:
Corey Wright
Table of Contents:

Until now, digital shoppers have primarily relied on search and retailers' online storefronts to discover products. But emerging commerce protocols are now enabling AI agents and external LLMs, such as ChatGPT and Gemini, to return products directly within conversational shopping experiences.

Universal Commerce Protocol (UCP), for example, is an open commerce protocol that allows retailers to define how AI agents interact with product data and services on their website. Even though UCP was invented by Google, Shopify, Stripe, and Walmart, retailers are not required to do business with any of these companies to use the protocol. Retailers can choose their desired technology partner to power these experiences.

Why Leverage Constructor for UCP-Powered Experiences

Constructor’s entire business is helping companies succeed in commerce discovery regardless of the channel. It was one of the earliest adopters of UCP, helping retailers and brands extend their discovery systems to any emerging AI-driven shopping channel using the protocol.

Unlike many players in the space, Constructor is completely neutral about which protocol wins and is happy to support UCP alongside its earlier support for ACP, as well as additional emerging protocols like AP2 and A2A. This means that the same benefits retailers have in using Constructor on their sites also extend to newer protocols, and additional support will continue to be added as new protocols are invented and the industry evolves.

Constructor’s only goal is to help commerce companies make their products discoverable across channels, and to connect the right shopper with the right product at the right time and in the right context.

Benefits of Choosing Constructor

Constructor UCP integration will help retailers extend the same discovery systems already used on their websites into any emerging AI-driven shopping channel using the protocol. This means the same benefits retailers gain from using Constructor on their sites also extend to these platforms.

1. Centralized reasoning engine

AI-driven shopping experiences require more than basic product retrieval. Constructor’s Commerce Reasoning Engine (CRE) acts as the decision-making brain behind product discovery, analyzing real-time shopper behavior, product data, and contextual signals to determine which products are most attractive for each shopper.

Commerce reasoning engine

CRE already powers high-converting discovery experiences across retailers’ existing channels, and that same intelligence extends to UCP-powered interactions, helping agents and AI platforms show the right products to the right person in the right context.

2. One engine powering discovery across every channel

Constructor uses a single engine to power product discovery across search, browse, recommendations, and other retailer channels. Because every interaction runs through the same connected system, shopper behavior and learnings gathered in one channel continuously improve results across all others.

UCP-powered interactions both benefit from and contribute to these shared learnings, creating a discovery ecosystem that becomes smarter over time. The result is a more unified and personalized experience, no matter how or where a shopper chooses to engage with a brand.

3. Product data optimized for high-quality discovery

Retailers invest heavily in improving the quality of their product data. This data powers modern search and discovery experiences and goes beyond basic catalog attributes to reflect how shoppers actually search, engage with, and purchase products.

Constructor uses this data to power on-site search and discovery experiences that convert and drive retailers’ key business outcomes. By leveraging this same data in UCP-powered interactions via Constructor, retailers can ensure that agents and AI platforms are working with the best source of discovery-optimized product data available.

4. Maintain control over product visibility and ranking

New discovery channels should not mean giving up control over how products are ranked, surfaced, and promoted. Search results should reflect retailers’ merchandising strategies and business goals, not the decisions of AI agents.

Constructor helps retailers retain that control in UCP-powered interactions by having agents and AI platforms use the same ranking logic, merchandising rules, and optimization strategies that power retailers’ on-site discovery.

5. Future-proof UCP implementation and support

Commerce protocols like UCP are evolving quickly, and retailers should not have to manage changing standards or build separate discovery integrations for every new shopping platform, agent, or protocol that enters the market.

With Constructor, retailers integrate with UCP once, and Constructor handles all ongoing compatibility as standards evolve. This ensures retailers remain ready to sell products via as many channels as possible.

Discovery Still Matters — No Matter the Channel

AI-driven shopping experiences may change where discovery happens, but the foundation of product discovery remains the same: retailers still need relevant results, high-quality data, consistent ranking logic, and control over business outcomes.

With Constructor powering UCP experiences, retailers can continue to control how their products are found, ranked, and surfaced across emerging AI channels.

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What's next?

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.

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  • Analyze your search results quality
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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.

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