E-commerce shoppers now search in natural language
In the 2010s “Googling” started to mean asking questions. Now it can feel closer to chatting. Is the same true of e-commerce? Is it becoming true? E-commerce stalwartly resisted…
In E-Commerce Search, Optimize for Trust — Not Just Conversions
Trust converts. When shoppers find what they’re looking for, 74% go on to buy it and 62% come back to shop again. When they don’t, the numbers flip fast: 73% will abandon a site within a minute or two of failing to find what they want, and 36% never come back.
More Query Understanding: Brand Detection with LLMs
Are your users searching for particular brands? Can we use LLMs for brand detection and use this to improve search & drive business?
Generative AI in the Consumer Buying Decision Process
How can generative AI help your customers find the right product by extracting information from reviews?
How to Compare Vector Search to Traditional Search for E-Commerce
A step-by-step approach to compare the results of two search systems using human ratings & NDCG
Building Vector Search in Chorus: A Technical Deep Dive
How we built vector search in Chorus, the open source reference platform for e-commerce search, the challenges and solutions
Beyond Search Relevance: why we’re moving on to search result quality
What’s next after search relevance? We think there are more factors affecting search result quality – here’s how we’ll be exploring them.
Revolutionizing E-commerce Search with Vectors
Atita Arora shows how e-commerce search with vectors can return more relevant products – even with vocabulary mismatches and misspellings!
Pete learns that sometimes redirects are all you need
Some queries require a special technique to be improved: the need a redirect to a landing page. Learn how to implement this with Chorus and about types of redirects, pitfalls, …
Pete establishes a Baseline Relevance Metric
On his continuing quest to build superior e-commerce search, Pete the Product Owner establishes a baseline relevance metric
Applying Vector Search in E-Commerce
How we built a prototype vector search application for e-commerce using Jina AI at the Vector Search Hackday
Visualize e-commerce search signal data with SQL & Apache Superset
Improving e-commerce search often starts with being able to actually know what’s going on in your online shop search, and much of this knowledge may be gathered by analyzing…