Retail Media's Next Phase: Relevance as the Growth Engine
If you’re looking to use AI technology to create more enjoyable online shopping experiences and drive revenue, not just any vendor will do.
Constructor is the only product discovery platform that’s built from the ground up with advanced AI — no legacy keyword or vector engines in sight.
That’s why we’ve never lost an A/B test when it comes to helping enterprise ecommerce customers hit their most critical KPIs.
Speakers
Constructor
Constructor
Profitero
Constructor
In this session, industry leaders from retail and agency perspectives unpack what's working, what's breaking, and what separates the RMNs poised for durable growth from those chasing short-term yield. We'll get specific: real signals, real tradeoffs, and the infrastructure decisions that quietly determine whether relevance wins or ad load does.
Attendees will learn:
-
Why relevance-first monetization outperforms ad load optimization over a 12–18 month horizon
-
How leading retailers can use search and sponsored signals together to improve both shopper experience and CPM yield
-
The metrics that matter beyond ROAS and how brands and agencies are holding networks accountable in 2026
-
What it actually takes to stand up or evolve an RMN without sacrificing the organic experience. What makes your site worth advertising on both in the near-term and sustainable for years to come.
Build the Future of Ecommerce Discovery
Ditch legacy keyword engines and vector-centric platforms, and hit your revenue goals faster
Say goodbye to:
-
Zero-results searches
-
Shoppers rage-quitting your site
-
Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
-
Reformulated & frustrated searches
-
Lost sales opportunities and negative impact on customer lifetime value
Constructor:
-
Hyper-personalized search results driven by real-time, onsite shopping behavior
-
AI-driven search results optimized for the business KPIs that you define
-
Search learnings inform holistic discovery across your entire site
-
Advanced searchandising functionality and merchandising dashboard off the shelf
-
The only AI-first ecommerce search solution specializing in enterprise commerce
Say goodbye to:
Constructor:
We help enterprise ecommerce brands get ahead, and stay ahead
AI-native product discovery that’s a win-win for companies and customers.
Constructor’s platform was built by data scientists and engineers who wanted to create an advanced shopping experience that accurately displays the most attractive products to every individual.
Test our platform risk-free and see how we can prove tangible ROI in 2-4 weeks, with Constructor’s Proof Schedule.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Take our platform for a free test drive with the Constructor Proof Schedule