Constructor consulting & implementation services
XCentium helps organizations implement, integrate, and optimize Constructor for ecommerce search and product discovery.
We connect Constructor's AI-powered discovery capabilities with product catalogs, customer behavior, merchandising workflows, and the broader commerce technology stack.
Constructor platform capabilities
Constructor's Commerce Reasoning Engine powers search and product discovery across multiple shopper touchpoints. The platform combines behavioral data, AI, and merchandising controls to personalize what each shopper sees.
Search & browse
Deliver personalized results across search and category pages using behavioral, contextual, and catalog data.
Recommendations
Surface products based on customer intent, behavior, and context across the shopping journey.
AI Shopping Agent
Guide shoppers through conversational product discovery using natural-language questions and personalized recommendations.
Product Insights Agent & attribute enrichment
Answer product questions and enrich product or category attributes to improve confidence and discoverability.
Merchant Intelligence Agent & controls
Use Merchant Intelligence Agent and merchandising controls to understand rankings, performance, and discovery behavior while maintaining business rules and oversight.
How XCentium helps with Constructor
Our Constructor work starts with the product discovery journeys that matter most to customers and merchandisers. We then align catalog data, integrations, and search experience design around those journeys.
Product discovery strategy
Define search, browse, recommendation, and agentic discovery use cases around customer needs and commerce goals.
Constructor implementation
Configure product feeds, indexing, search, browse, recommendations, and merchandising controls for the target experience.
Catalog & commerce integrations
Connect Constructor with commerce platforms, product data, inventory, and other systems that influence product discovery.
Search UX & agentic shopping
Design interfaces for search, filtering, browse, and conversational product discovery that fit naturally into the storefront.
Analytics & ongoing optimization
Use behavioral data, experimentation, and platform insights to refine relevance and merchandising over time.
Business outcomes
Our Constructor engagements are designed to help shoppers find products more easily while giving commerce teams stronger control over discovery.
Improved product discovery
Help shoppers reach relevant products across search, browse, and recommendation experiences.
More personalized shopping journeys
Use behavioral and contextual signals to tailor discovery to the individual shopper.
Better support for natural-language shopping
Give customers a conversational path to products when they do not know the exact keyword or category they need.
Greater merchandising insight
Provide teams with data and controls to understand and influence product ranking and discovery.
Stronger commerce conversion potential
Reduce discovery friction and guide shoppers toward products that better match their intent.
Related assessments & offers
Commerce experience assessment
Identify opportunities to improve conversion, operational efficiency, and scalability across your commerce ecosystem.
AI use case workshop
Identify practical AI opportunities aligned to your business goals, workflows, and operational priorities.
Frequently asked questions
Constructor is an AI-powered product discovery platform for ecommerce. Its platform includes search, browse, recommendations, collections, AI shopping agents, product insights, and merchandising tools.
XCentium provides Constructor strategy, implementation, catalog integration, search UX, recommendation design, agentic shopping experiences, analytics, and ongoing optimization.
Yes. Constructor supports product discovery for B2C and B2B commerce, including large catalogs, personalized results, and complex product or pricing environments.
The AI Shopping Agent lets shoppers describe goals or needs in natural language and receive conversational guidance and personalized product recommendations.
Yes. Constructor is designed to work alongside ecommerce platforms and product data sources. XCentium helps connect catalog, inventory, customer, and storefront data around the discovery experience.
Yes. We can review product feeds, relevance, search UX, merchandising controls, analytics, and integrations to identify opportunities to improve discovery performance.
Talk to a Constructor expert
Whether you are improving ecommerce search, adding personalized recommendations, or exploring conversational shopping, XCentium can help define and implement the right Constructor experience.