Tailor discovery experiences to every season, trend, and shopper

Help fashion-savvy shoppers quickly find the products they want — and the ones they never knew they needed — with Constructor's AI-native solutions driven by real-time behavioral data.

Imagine if every shopper found the look they wanted — instantly

Surface the right products at the right time so your customers become even bigger fans of your brand

If you’re a high-volume brand, luxury label, marketplace, or fashion & apparel retailer in between, you can combine business acumen with advanced ecommerce AI to deliver contextually attractive products that convert. So whether you're promoting spring collections during winter months, deciding how much to boost new products, or capitalizing on spur-of-the-moment trends, you’ll keep both customers and critical ecommerce KPIs on trend.

Capabilities

Data-Driven Merchandising

  • Blend the art and science of merchandising with turnkey AI automation that streamlines manual work, all with the click of a few buttons from a single dashboard

  • Know exactly when and where to promote new, high-margin, trending, or additional items for optimal conversions

  • Avoid losing revenue from under- or overstocking by seeing which products are selling and how quickly

  • Improve visibility across your catalog without compromising conversions by letting AI help you find the right balance between new versus top items

Personalize product recommendations to each unique shopper — onsite and offsite

  • Hyperpersonalize product result sets based on real-time shopper behavior and preferences, ensuring the best product-customer match 100% of the time

  • Determine what’s shown in each recommendation by hardsetting rules or allowing the AI to rank results against KPIs

  • Receive transparent, easy-to-understand insights on recommendation pod performance via merchandiser-friendly tools

  • Deliver consistent cross-channel experiences by aligning offsite and onsite product recommendations, making marketing campaigns more effective

Better cater to shoppers during seasonal and annual cyclic trends

  • Automatically tailor landing pages to shoppers on a 1:1 basis at scale, thanks to AI-generated Collections

  • Curate last-minute, personalized landing pages to capture quickly evolving fashion trends, thanks to the work of AI together with customer behavioral data

  • Personalize Collections for email marketing and other campaigns by using the full merchandising suite of tools, encouraging cross-channel discovery

  • Optimize for mobile shoppers with a fully responsive design that ensures seamless usability on any device

Enhance catalog visibility on a 1:1 basis, even with new products

  • Support current trends and automatically improve catalog visibility by using generative AI and machine vision to combine raw catalog data and customer behavioral data

  • Deliver hyper-relevant results for each shopper by enriching product data with fabric types, colors, styles, and even seasonal trends

  • Boost purchasing confidence and reduce cart abandonment by providing comprehensive product information

  • Improve ecommerce SEO and lower bounce rates with accurate and complete product data

Customer Stories

See how White Stuff's digital transformation drove search conversion rates by 21%

“Constructor isn’t built upon legacy platforms that have sort of evolved and evolved. It feels very fresh and built for clothing retail…The adoption from the team was so much faster and so much more intuitive, and we could go onto the more advanced stuff and start gaining more insight.”

Ross Loughlin
Head of Ecommerce, White Stuff

A fully integrated suite of ecommerce search and product discovery solutions

  • Search: Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
  • Browse: Provide personalized, optimized shopping experiences for every customer on every category page.
  • AI Shopping Agent: Educate customers and help them find products with engaging, conversational AI blended with 1:1 personalization.
  • AI Product Insights Agent: Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).
  • Merchant Intelligence Agent: Enables teams to get direct, contextual answers to questions about dashboard results, as well as suggestions to improve performance.
  • Recommendations: Complement the shopping experience with the right recommendations for each customer at exactly the right time.
  • Collections: Automatically organize products into themed, AI-powered, personalized landing pages to create a shopping experience that sparks joy — and ROI.
  • Quizzes: Drive more revenue and build stronger relationships based on information your customers want you to know.
  • Attribute Enrichment: Kick manual work aside and enrich the product and category attributes your customers need to find the products they love.
  • B2B Solutions: Tackle complex products, large catalogs, and dynamic pricing at the speed of B2B enterprise — all while maximizing your profit margin.
  • Retail Media: Show the optimal mix of sponsored listings that drive revenue without harming your brand.
  • Cross-Channel and Offsite Discovery: Provide a connected omnichannel discovery experience across both digital and physical touchpoints.