Machine Learning

Leverage the power of machine learning to automatically deliver the most relevant results and proactively recommend content.

Coveo Machine Learning

Driven by rich usage analytics, Coveo Machine Learning recommends the content your customers, employees and partners are most likely to need next, based on observing what has worked for others..

Automatically Learns from your Users’ Behavior

  • Analyzes your users’ search and navigation patterns
  • Understands which results and content lead to successful outcomes
  • Automatically adjusts future search results so the most relevant results always rise to the top

Search Optimization

Relevance and query optimization should be easily tunable, not a “black box”. Coveo’s search optimization features help contextualize and personalize the search experience for each user automatically.

Coveo Query Pipeline

Coveo Pipelines are a set of tools and features to help you fine-tune your relevance and search experience. In your toolbox, you'll find:
Coveo Machine Learning
  • Coveo Machine Learning
  • Thesaurus Enhancements
  • Featured Results
  • Stop Words
  • Ranking Expressions
  • Ranking Weights
  • Managing Triggers

Coveo Machine Learning

Coveo Machine Learning leverages usage analytics data and powers many features:
  • Automatic relevance tuning optimizes search results relevance based on user search behavior
  • Query Suggestions optimizes query completion suggestions that can be proposed to users as they type queries in a search box
  • The Recommendation feature analyzes your websites page views and search action events for all users to predict and propose the most relevant content for the current user in the current session.
Learn more

Coveo Machine Learning

Coveo Machine Learning leverages usage analytics data and powers many features:
  • Automatic relevance tuning optimizes search results relevance based on user search behavior
  • Query Suggestions optimizes query completion suggestions that can be proposed to users as they type queries in a search box
  • The Recommendation feature analyzes your websites page views and search action events for all users to predict and propose the most relevant content for the current user in the current session.
Learn more

Thesaurus Enhancements

The thesaurus of an organization is a list of equivalent words used to transparently add keywords to the query entered by a user before it is sent to the index. Learn more

Featured Results

The featured results are rules you may set to promote specific result at the top when the query matches specific condition. You can use the Featured Results tab to improve search result relevance, leading users towards the documents most likely to satisfy the users needs. Learn more

Stop Words

Stop words are words which are filtered out from a query entered by a user before it is sent to the index. Learn more

Ranking Expressions

On top of the default ranking factors, you can boost or lower items ranking score by adding matching query ranking expressions. Learn more

Ranking Weights

Coveo uses a number of ranking factors to evaluate the relevance score of each search result for each query. When you see that the ranking of specific search results is not ideal in a specific search context or case, consider adjusting one or more of the available ranking factors. Learn more

Managing Triggers

A trigger is an action generated by a search event like the query of the user, the identity of the user or the context of the query. Take action by showing a message to the user, performing a new query or executing custom code. Learn more

A/B Testing with Coveo

Efficiently evaluate the impact of a query pipeline rule change by pairing it with A/B tests to measure which version yields the best outcomes.
Learn how manage A/B tests