Constructor

Retail media should strengthen the shopping experience, not compete with it. Constructor’s Retail Media Suite helps teams grow paid revenue while keeping product discovery relevant and personalized. Instead of showing ads that disrupt organic results, Constructor uses real-time shopper behavior, including searches, clicks, add-to-carts, and conversions, to determine the right mix of sponsored and organic products for each shopper. The result is a retail media strategy that: • Drives incremental revenue • Preserves shopper trust and engagement • Learns and improves from every interaction Because the best retail media experiences don’t interrupt discovery. They improve it.

Most ecommerce experiences still treat discovery touchpoints separately. Search works one way. Recommendations work another. Browse, retail media, and AI agents all operate independently. Constructor’s Commerce Reasoning Engine changes that. Powered by behavioral clickstream data and reinforced by petabytes of shopper and market intelligence, it creates a connected system where every interaction helps make the next one smarter. The result is product discovery that continuously adapts in real time across every touchpoint, delivering more personalized experiences and stronger business outcomes with every shopper interaction.

The best validation of what we build comes from the teams using it every day. We’ve launched a new Wall of Love page featuring customer feedback on how Constructor is helping improve product discovery, performance, and day-to-day execution for retailers. From measurable gains in conversion and revenue to faster merchandising workflows and stronger shopper experiences, these stories reflect the impact our customers are driving with Constructor. A huge thank you to every team that has shared feedback, partnered with us, and pushed us to keep improving. Explore the Wall of Love here: https://okt.to/Sc7AT1.

We are excited to see the official press release go live today for Ask Cleo, Lightopia’s AI-powered conversational shopping assistant. This launch represents a major collaborative effort across our teams and partners at Constructor as we continue evolving AI-driven customer experiences and smarter product discovery. We believe conversational commerce will play a meaningful role in the future of e-commerce, especially in categories like home furnishings where inspiration and guidance matter. Excited to keep building. More details below. 👇 https://lnkd.in/gDpSgibC

If you’re asking your ecommerce team, “Where will agentic AI drive revenue?” Our Agentic AI Audit helps answer that. We evaluate your ecommerce experience and highlight: • Where conversions are being lost • Where guidance could increase shopper confidence • Where agentic behaviors can improve performance The goal is clear: identify the highest-impact opportunities on your site. Request your audit here: https://okt.to/B7Cyh8.

How often do shoppers leave a product page because they still have unanswered questions? Whether it’s sizing, compatibility, materials, or product comparisons, uncertainty at the product page level can delay or even halt a purchase decision. Constructor’s Product Insights Agent (PIA) helps resolve that by giving shoppers instant, contextual answers directly on the page. Instead of searching through specs or leaving the site to research, shoppers can ask questions naturally and get the information they need to move forward with confidence. The result is a more guided experience that helps improve engagement, add-to-cart rate, and conversion. Interested in learning more about PIA and how it can help your shoppers? Check out the link in the comments. 👇

We’re excited to share that Lightopia is now live with Constructor’s AI Shopping Agent (ASA), launched on-site as “Ask Cleo.” With both ASA and Product Insights Agent (PIA) now live, Lightopia shoppers can receive guidance throughout the journey, from discovering the right products and styles to getting detailed answers that help them purchase with confidence. With Ask Cleo, shoppers can interact naturally to refine intent, explore products more easily, and find the right option faster. A big thank you to the Lightopia team for the partnership, collaboration, and trust throughout the rollout. Excited to see what’s ahead together. Explore Cleo here: https://okt.to/nUeFwo

We’re heading to Barcelona! 🇪🇸 Constructor will be at Shoptalk Europe, June 9–11, at Stand G40. If product discovery, AI, and performance are on your roadmap this year, it’s a great opportunity to see what’s working in practice. We’ll be sharing how leading ecommerce teams are: • Turning shopper intent into real-time results • Using AI to improve conversion and revenue • Bringing more clarity to how decisions are made If you’re attending, come find us at Fira Gran Via.

AI is playing a bigger role in product discovery than ever before. The next step is to make sure it’s working the right way for your business. Tomorrow, Constructor and AWS for Retail and Consumer Goods are hosting: Automate vs Control: How to Balance AI for Product Discovery We’ll share practical ways to: • Decide what AI should handle • Stay in control of key decisions • Evaluate tools with confidence Joining live: Yulia Savitskaya, Global VP of Customer Success, Constructor Andrew Carcova, Global VP of Solutions Engineering, Constructor Duncan Stewart, GM Retail & Consumer Goods UKI, Amazon Web Services (AWS) May 7 at 11:30 am ET | Available May 8 for additional regions Register here: https://lnkd.in/gTNwmU8d Hope to see you there! 👇

We’re proud to share that Constructor has been named “Retail Company of the Year” for the second year in a row in the American Business Awards. This recognition reflects what matters most to us: delivering measurable results for ecommerce teams. Judges highlighted: • Strong, quantified customer impact • High retention and growth • AI-driven product discovery that improves performance We were also recognized for our Product Insights Agent (PIA), which helps shoppers get answers directly on product pages, reducing uncertainty and increasing conversion. At the core of this is a simple goal: help teams better understand shopper intent and respond in real time. We appreciate the continued trust from our customers and the recognition from The Stevie® Awards. Explore the press release, linked in the comments. 👇