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Constructor: Tailor product discovery to every individual shopper

Constructor’s AI-native product discovery learns from every shopper interaction

Enhance Your Product Discovery with Constructor and Sitation

Exceptional ecommerce experiences start with getting product discovery right. Constructor’s AI-native platform uses deep behavioral data, context, and reinforcement learning to serve the most relevant products to each shopper, improving revenue, conversion rate, and profit across the digital shelf.

Why Choose Constructor?

Unlike other AI tools that rely on bolt-on or generic models, Constructor truly reasons through what each shopper is most likely to buy based on petabytes of real, first-party data. We deliver product discovery results tailored to your site, brand, and users that measurably lift the metrics you care about most.

Key Benefits:

Scalable Personalization for Growth
Deliver full-funnel personalization across your expanding catalog to increase conversion and revenue.

Proof Before You Commit
Get measurable GMV and conversion lift before rollout to ensure ROI and stakeholder buy-in.

Future-Ready Product Discovery
A single AI-native platform adapts in real time to individual shoppers and changing inventory.

Actionable Insights for Merchandising Teams
Turn real-time shopper behavior into data-backed decisions that improve search relevance, boost key product visibility, and optimize category performance.

How Sitation Enhances Your Constructor Experience

Implementing Constructor effectively requires both technical precision and digital shelf strategy. Sitation ensures seamless integration, full-platform activation, and ongoing optimization to maximize performance at every shopper touchpoint.

From day one to every day after, Sitation ensures you get the most value from your Comstructor investment.

Our Services Offer

Implementation & Onboarding

Fast, expert-led setup customized to your product catalog, business rules, and customer journey.

Product Discovery Strategy

Guided support to align Constructor’s AI tools with your ecommerce goals and merchandising priorities.

Behavioral Data Optimization

Ongoing analysis and refinement to ensure shopper intent drives meaningful product results.

Performance Monitoring & Insights

Regular reviews to track conversion, GMV lift, and ensure Constructor continues to deliver measurable value.

Post-implementation, we continue to monitor and refine your product discovery experience, ensuring Constructor delivers measurable impact as your catalog and customer base grow.

The Sitation Advantage

Partnering with Sitation for your Constructor implementation offers several advantages:

AI-Optimized Implementation

We tailor Constructor’s setup to your catalog, site structure, and shopper journey, ensuring a fast, aligned launch.

Digital Shelf Expertise

Our team brings deep experience in ecommerce content, taxonomy, and merchandising to support smarter product discovery.

Performance-Driven Partnership

We help you monitor impact, interpret shopper behavior, and continuously improve results that matter, like GMV and conversion.

Ready to Transform Your Product Discovery Experience?

Contact us today to learn how Sitation and Constructor can help you deliver personalized, high-converting shopping experiences at scale. Together, we’ll unlock the full potential of your product discovery strategy; driving conversion, revenue, and long-term customer loyalty.