Logo
Product & Platform Engineering
Product & Platform Engineering
Product Thinking | Workflows
Explore More
Data & AI
Data & AI
Data Engineering | ML | Analytics | Visualization
Explore More
Digital Engineering
Digital Engineering
Responsive Front End | Backend | Microservices
Explore More
Mobility
Mobility
Native | Cross Platform | Internet of Things
Explore More

Featured Insights

Revolutionizing Smart Port Operations with Eartheon’s Digital Twin Platform
Revolutionizing Smart Port Operations with Eartheon’s Digital Twin Platform
View More
Revolutionizing Data Visualization with Matplotex: BigThinkCode's New Open-Source Elixir Library
Revolutionizing Data Visualization with Matplotex: BigThinkCode's New Open-Source Elixir Library
View More
How BigThinkCode transforms Demand Planning for Supply Chain management?
How BigThinkCode transforms Demand Planning for Supply Chain management?
View More
AgriTech Innovations
E-commerce & Retails
Healthcare
Industrial Automation 4.0
Banking
Education
Transportation & logistics
Insurance
Life Sciences
Travel & hospitality
Investment Banking
Telecom
Public Sector
Financial Institutions
Professional Services
Business Intelligence Systems (BIS)
Open source & community driven
Marketing & Sales
CompanyInsightsContactJoin us
  • What we doSub Menu
    • Product & Platform Engineering
    • Data & AI
    • Digital Engineering
    • Mobility
  • Who we work withSub Menu
    • AgriTech Innovations
    • E-commerce & Retails
    • Healthcare
    • Industrial Automation 4.0
    • Banking
    • Education
    • Transportation & logistics
    • Insurance
    • Life Sciences
    • Travel & hospitality
    • Investment Banking
    • Telecom
    • Public Sector
    • Financial Institutions
    • Professional Services
    • Business Intelligence Systems (BIS)
    • Open source & community driven
    • Marketing & Sales
  • Company
  • Insights
  • Contact
  • Join us

Product similarity ranking for e-commerce

Product similarity ranking for e-commerce

Product similarity ranking for e-commerce

Overview

With the ever-increasing categories of consumable products in the market, many e-commerce selling platforms are finding it difficult to recognize whether a user listed product is already available in its catalogue (more precisely, its knowledge base). We have helped one of our customers that had this similar problem by building a product similarity ranking solution. The solution internally was comprised of two distinct pipelines, one calculated an image similarity score by vectorizing the product images and the other calculated a text similarity by using product description and applying LSH (Locality Sensitive Hashing) algorithm on it. Final ranking is calculated by summing up both the similarity scores respectively. By doing this we were able to identify potential matching products for a user listing and suggest them with more fine-grained details of that product from knowledge base. This has helped our customer in enriching their user listing with more details and in-turn increase its visibility across the selling platform.

Challenge

With the ever-increasing categories of consumable products in the market, many e-commerce selling platforms are finding it difficult to recognize whether a user-listed product is already available in its catalog (more precisely, its knowledge base).

Solution

We have helped one of our customers that had a similar problem by building a product similarity ranking solution. The solution internally was comprised of two distinct pipelines, one calculated an image similarity score by vectorizing the product images, and the other calculated a text similarity by using product description and applying LSH (Locality Sensitive Hashing) algorithm to it. The final ranking is calculated by summing up both the similarity scores respectively.

Outcome

By doing this we were able to identify potential matching products for a user listing and suggest them with more fine-grained details of that product from the knowledge base. This has helped our customers in enriching their user listing with more details and in turn increase its visibility across the selling platform.

Talk to us for more insights

What more? Your business success story is right next here. We're just a ping away. Let's get connected.

Contact Us

Quick Links

  • Featured Insights
  • Contact us

Domains

  • Financial Institutions & Insurance
  • Healthcare
  • E-commerce & Retails
  • Open source & Community driven
  • Industrial Automation 4.0
  • AgriTech Innovations
  • Public Sector
  • Education
  • Banking
  • Life Sciences
  • Transportation and logistics
  • Travel and hospitality

Services

  • Product & Platform Engineering
  • Data & Artificial Intelligence
  • Digital Engineering
  • Mobility

Company

  • About us
  • Careers
  • Privacy Policy
  • Information Security Policy
  • Reach Us

Reach Us

India
Chennai, TamilNadu
United States
Wilmington, DE
Email
info@bigthinkcode.com
Copyright © 2025 BigThinkCode Technologies.