On-Demand Webinar

The New Search Standard: What $9.8B in Revenue Data Reveals About Ecommerce Growth

Is measuring ecommerce search by relevance still enough to drive conversions? According to new data from 609 million searches across over 100 retailers in industries such as Fashion & Apparel, General Merchandise, Beauty, and Furniture & Home Goods, the answer is no.

In this on-demand webinar, we explore why traditional keyword matching falls short—and how leading retailers are now optimising for attractiveness to double click-through rates, increase conversions, and unlock greater revenue from search.

Whether you missed the live event or want to revisit the insights—this is your chance to catch up.

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Watch On-Demand

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

nate-roy@2x-1
Nate Roy
Senior Director Brand & Content
polina-egubova@2x
Polina Egubova
Data Analyst & Data Science Integrations

Shoppers who use search represent just 24% of ecommerce visitors, but they drive 44% of total revenue. And yet, most retailers still treat search as a functional tool, optimizing for keyword relevance rather than true purchase intent.

Based on our latest research report, Beyond Relevance, this session will dive into the shift from relevance to attractiveness: a smarter metric that prioritizes the results shoppers are most likely to buy. 

You’ll get insights backed by real data — $9.8B in revenue, to be exact — and learn how leading enterprise retailers are transforming their search performance to capture more sales with less manual effort.

Watch the webinar to see what the future of ecommerce search really looks like:

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And confidently hit your KPIs this year.
  • Why relevance is no longer enough
    42% of shoppers say search results often feel off, even when technically relevant. Learn what’s missing and what that means for your conversion rate.
  • The case for attractiveness
    We’ll share how retailers optimizing for attractiveness (i.e., search results tailored to behavior and intent) are seeing higher engagement and double the click-through rates.
  • Revenue-driving personalization without the manual lift
    See how AI-powered personalization and dynamic ranking can deliver better search results that scale — without adding extra work for your ecommerce team.
  • What $9.8B in search-driven revenue reveals
    Discover key benchmarks and actionable insights from over 609 million real shopper searches across 100+ retail sites.
  • Insights tailored by industry
    See how search behavior and conversion patterns differ across industries like Fashion & Apparel, Home, Beauty, and more — and what leading retailers in each space are doing to optimize for revenue.

Achieve Your 2025 Ecommerce Goals

Stay up to date on how the latest advancements in product search and discovery can propel your business KPIs and customer experience.
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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:

Zero-results searches
Hyper-personalized search results driven by real-time, onsite shopping behavior
Shoppers rage-quitting your site
AI-driven search results optimized for the business KPIs that you define
Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
Search learnings inform holistic discovery across your entire site
Reformulated & frustrated searches
Advanced searchandising functionality and merchandising dashboard off the shelf
Lost sales opportunities and negative impact on customer lifetime value
The only AI-first ecommerce search solution specializing in enterprise commerce

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

Prove tangible ROI in 2-4 weeksNon-intrusive implementation and setupFully supported by our teamNo contracts to signFind gaps you can address immediatelyDid we mention it's free
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