Attribute Enrichment

Automatically enrich product attributes and categories to give shoppers the best possible experience

Eliminate the headaches caused by incomplete, inaccurate, or non-existent product data. Constructor helps automate manual tasks, create entirely new attributes, and improve conversions — while freeing up hours of time for your merchandisers to focus on more strategic work.

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Analyze the quality of your search results.
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What We Do

Increase RPV and AOV with improved product discovery results across your entire ecommerce platform

 

Constructor’s attribute enrichment technology fuses generative AI and machine vision with the expertise of your merchandising teams.

Easily review, manage, and analyze your enriched attributes and categories to drastically improve product search results and KPIs over time.

+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
Capabilities

Tailored Attributes@2x

Hit your critical KPIs faster

  • Boost conversions by helping shoppers quickly and easily find and filter what they’re searching for.

  • Reduce returns and refunds with higher data quality that leads to happier customers.

  • Improve SEO with accurate and complete product data for higher search engine rankings and lower bounce rates.

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Category Enrichment@2x

Help customers discover more of the products they love

  • Combine your raw catalog data and customer behavioral data with generative AI and machine vision to enrich categories and optimize products for discovery.

  • Trending attribute creation is influenced by customer behavioral data to support current search trends.

  • Review and manage enriched attribute and category data in your merchant tools dashboard. 

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Catalog Management@2x-1

Let automation take care of the heavy lifting

  • Automate manual tasks and make catalog enrichment faster, while freeing up more time for merchandisers.

  • Reduce human error in manual mapping work by automating with the AI/ML framework of Constructor’s Native Commerce Core.

  • Automatically enrich product information and categorization from third-party vendors and suppliers with relevant categories, attributes, and metadata.

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How It Works

Get a competitive edge with attribute enrichment designed specifically for enterprise ecommerce

1.
Data Collection: Constructor’s advanced AI tools extract, clean, and prepare your raw ecommerce data to ensure you have a solid foundation for attribute enrichment.
2.
Decide on Attributes: Partner with Constructor’s data science team to decide on the most high-value attributes to add or enhance.
3.
Algorithm Training: We train our AI models on your prepared data, such as product catalog data and behavioral data inputs, to refine their product category and attribute identification capabilities.
4.
Attribute Predictions: Your trained AI model now learns and optimizes in real time to predict the best attributes for new products.
5.
Attribute Enrichment Engine: Products are automatically tagged with new, relevant attributes and categories on a daily basis, reducing manual merchandising tasks and improving the product discovery experience for shoppers.
Ebook

Take an in-depth look at Constructor’s search and browsing features.

Learn how our AI technology complements your own merchandising expertise to save hours of time and drive revenue.

Grab your guide to learn:

  • How we ensure comprehensive product discovery across your website

  • How clickstream data, transformers, and LLMs improve search results

  • How our Merchant Intelligence guides the A/B testing experience

 

 

Get the Guide
The Ultimate Guide to Searchandising with Constructor eBook cover

Our Solution

Attribute Enrichment works seamlessly across Constructor's holistic suite of tools

Our powerful Attribute Enrichment solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Attribute Enrichment is anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.

See Our Core
Constructor product icons orbiting Native Commerce Core
Constructor product icons orbiting Native Commerce Core

Our powerful Attribute Enrichment solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce. 

Attribute Enrichment is anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.

See Our Core
Customer Stories

Learn how Constructor helps merchandisers get better data on CTRs and conversion rates

“Constructor is ahead of the game in predicting what the customer wants when searching a website. Between suggesting search terms when the customer is typing and showing results based on AI and cognitive embedding, it is taking the monotonous work out of my merchandising role”
Alexis H.
Ecommerce Site Merchandising Manager
Read the Full Review

See how Constructor helped increase site revenue by $3M

"We replaced our in-house search & recommendations with Constructor's and in just 5 months we saw an extra $3M+ in revenue."
Sergei G.
Co-founder & CPO
Read the Full Review

Discover why Constructor is a great business partner

“Our Constructor team partners are always readily available to troubleshoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed.”
Danielle K.
Manager of Digital Merchandising
Read the Full Review

Learn how Constructor helps merchandisers get better data on CTRs and conversion rates

“Constructor is ahead of the game in predicting what the customer wants when searching a website. Between suggesting search terms when the customer is typing and showing results based on AI and cognitive embedding, it is taking the monotonous work out of my merchandising role”
Alexis H.
Ecommerce Site Merchandising Manager
Read the Full Review

See how Constructor helped increase site revenue by $3M

"We replaced our in-house search & recommendations with Constructor's and in just 5 months we saw an extra $3M+ in revenue."
Sergei G.
Co-founder & CPO
Read the Full Review

Discover why Constructor is a great business partner

“Our Constructor team partners are always readily available to troubleshoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed.”
Danielle K.
Manager of Digital Merchandising
Read the Full Review

Learn how Constructor helps merchandisers get better data on CTRs and conversion rates

“Constructor is ahead of the game in predicting what the customer wants when searching a website. Between suggesting search terms when the customer is typing and showing results based on AI and cognitive embedding, it is taking the monotonous work out of my merchandising role”
Alexis H.
Ecommerce Site Merchandising Manager
Read the Full Review

See how Constructor helped increase site revenue by $3M

"We replaced our in-house search & recommendations with Constructor's and in just 5 months we saw an extra $3M+ in revenue."
Sergei G.
Co-founder & CPO
Read the Full Review

Discover why Constructor is a great business partner

“Our Constructor team partners are always readily available to troubleshoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed.”
Danielle K.
Manager of Digital Merchandising
Read the Full Review

Learn how Constructor helps merchandisers get better data on CTRs and conversion rates

“Constructor is ahead of the game in predicting what the customer wants when searching a website. Between suggesting search terms when the customer is typing and showing results based on AI and cognitive embedding, it is taking the monotonous work out of my merchandising role”
Alexis H.
Ecommerce Site Merchandising Manager
Read the Full Review

See how Constructor helped increase site revenue by $3M

"We replaced our in-house search & recommendations with Constructor's and in just 5 months we saw an extra $3M+ in revenue."
Sergei G.
Co-founder & CPO
Read the Full Review

Discover why Constructor is a great business partner

“Our Constructor team partners are always readily available to troubleshoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed.”
Danielle K.
Manager of Digital Merchandising
Read the Full Review
Our Suite

Learn more about our fully integrated suite of ecommerce search and product discovery solutions

Search
Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
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Browse
Personalized, optimized shopping experiences for each customer on every category page.
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Recommendations
Complement the shopping experience with the right recommendations for each customer at exactly the right time.
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Collections
Automatically organize products into themed, AI-powered, personalized landing pages to create a shopping experience that sparks joy -- and ROI.
Learn More
Quizzes
Drive more revenue and build stronger relationships based on information your customers want you to know.
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Merchant Controls & Intelligence
Manage your entire discovery experience in one platform, then level up with actionable insights and predictive analytics.
Learn More
Attribute Enrichment
Kick manual work aside and enrich the product and category attributes your customers need to find the products they love.
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AI Shopping Assistant
Educate customers and help them find products with engaging, conversational AI blended with 1:1 personalization.
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B2B Solutions
Tackle complex products, large catalogs, and dynamic pricing at the speed of B2B enterprise — all while maximizing your profit margin.
Learn More