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Coveo AI‑Relevance Platform

byCoveo
in
4.5
Market Presence: Insight Engines (Transitioning to Enterprise AI Search), Personalization Engines

Overview

Product Information on Coveo AI‑Relevance Platform

Updated 13th October 2025

What is Coveo AI‑Relevance Platform?

Coveo AI‑Relevance Platform is a software designed to enhance search, recommendation, and personalization capabilities across digital experiences. The software utilizes artificial intelligence and machine learning to analyze user interactions, delivering relevant content and insights in real time. It integrates with various data sources and business applications, allowing organizations to unify information and optimize access to knowledge. The platform addresses challenges related to information retrieval, supporting use cases such as website search, customer service, and workplace productivity. It aims to improve efficiency by enabling users to find accurate information quickly and supporting decision-making processes based on contextual understanding.

Coveo AI‑Relevance Platform Pricing

The Coveo AI-Relevance Platform software uses a subscription-based pricing model with various tiers that depend on the selected features and usage volume. Pricing is determined by factors such as the number of users, data sources, and specific functionalities required, including search, recommendations, and analytics capabilities. Detailed costs are typically customized based on the organization’s needs and scale.

Overall experience with Coveo AI‑Relevance Platform

Team Lead - Web Delivery
Gov't/PS/ED <5,000 Employees, Government
FAVORABLE

“Coveo's Performance Boosts Admin Console Efficiency”

4.0
Apr 8, 2025
We're very happy with the performance of Coveo. The support relationship has strengthened in the ANZ region over time and we're excited about the new features being offered.
OPERATIONS MANAGER
1B - 3B USD, IT Services
CRITICAL

“Improved Support Team Efficiency Through API Access and Personalized Platform Experience”

3.0
Jan 7, 2026
It really moved the needle in terms of time saved for our support teams as the products they support are very complex technically, and it was sometimes complicated to make sense of our dense internal documentation, with sometimes out-dated content. Almost every function within the platform is accessible via API which is very exciting as most of our team has a strong engineering focus. Good interface, with clear layout. The vendor was reactive during the RFI process.

About Company

Company Description

Updated 25th July 2024

Coveo is focused on personalizing digital experiences across numerous business interactions by utilizing unified search, analytics, and machine learning. Its primary offering facilitates effortless and efficient operations for platforms such as websites, ecommerce, contact centers and intranets. The company is committed to delivering relevant information as well as recommendations and is partnered with some of the global enterprise technology players. It has more than 1,500 activations, catering to various industries across mid-to-large sized global organizations.

Company Details

Updated 26th February 2025
Company type
Public
Year Founded
2005
Head office location
Quebec City, Canada
Number of employees
501 - 1000
Website
http://www.coveo.com

Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: Coveo AI‑Relevance Platform
Performance of Coveo AI‑Relevance Platform Across Market Features

Coveo AI‑Relevance Platform Likes & Dislikes

Like

Intuitive admin console UI makes it easy to improve query performance and boost/decay content as required. Automated relevance tuning means manual intervention is limited. New generative AI answering feature.

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Like

Personalized experience at the individual level across all of our Technical Solutions team as Coveo consumes multiple signals along with the query entered in the system (such as products owned, browser locale, authenticated or anonymous).

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Like

Support and Documentation Ease of use ML models

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Dislike

Features are deprecated with little communication, often when we go to look for solutions we discover that the best/easiest way to fix an issue has recently been deprecated or Coveo are planning to deprecate it. This should be resolved when we migrate away from using JSUI.

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Dislike

Initial ingestion of content led to quite a few rate-error limits despite Coveo's assurance of capping their API consumption. Little Co-Pilot features for our agents (such as text enhancement, summarization Does flag documentation gap in a dedicated tab, it has to somewhat be accessed through various reporting

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Dislike

While they are great at commerce and support, I think they could improve on the technical documentation use cases and user journey.

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Peer Discussions

Coveo AI‑Relevance Platform Reviews and Ratings

Showing data for 153 ratings and reviews for Insight Engines (Transitioning to Enterprise AI Search) market. View all 285 ratings and reviews across markets for a complete picture.

4.4

(153 Ratings)

Rating Distribution

5 Star
54%
4 Star
38%
3 Star
7%
2 Star
1%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.4

Integration & Deployment

4.3

Service & Support

4.6

Product Capabilities

4.5

Last 12 Months
Filter Reviews
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Most helpful
Star Rating
Reviewer Type
Reviewer's Company Size
Reviewer's Industry
Reviewer's Region
Reviewer's Job Function
  • OPERATIONS MANAGER
    1B-10B USD
    IT Services
    Review Source

    Improved Support Team Efficiency Through API Access and Personalized Platform Experience

    3.0
    Jan 7, 2026
    It really moved the needle in terms of time saved for our support teams as the products they support are very complex technically, and it was sometimes complicated to make sense of our dense internal documentation, with sometimes out-dated content. Almost every function within the platform is accessible via API which is very exciting as most of our team has a strong engineering focus. Good interface, with clear layout. The vendor was reactive during the RFI process.
  • Team Lead - Web Delivery
    Gov't/PS/Ed
    Government
    Review Source

    Coveo's Performance Boosts Admin Console Efficiency

    4.0
    Apr 8, 2025
    We're very happy with the performance of Coveo. The support relationship has strengthened in the ANZ region over time and we're excited about the new features being offered.
  • Content Engineer
    50M-1B USD
    Software
    Review Source

    Great support

    5.0
    Apr 8, 2025
    Coveo's documentation and support is outstanding. The documentation is regularly updated and the support team is great to work with. They provide timely responses and are great communicators.
  • Head of Service Operations
    50M-1B USD
    Telecommunication
    Review Source

    Experience and Outcome: A Deep Dive into Product Accuracy

    5.0
    Apr 9, 2025
    Great experience and result and this internally with our team and externally with our partner and customers
  • VP, Learning and Community
    1B-10B USD
    Software
    Review Source

    Transforming Search with Coveo's Advanced Machine Learning Models

    4.0
    Oct 11, 2024
    Coveo provides a robust and highly competitive product. Coveo's professional services team members are knowledgeable and partnering. Unfortunately, we've had quite a bit of turnover with our account team at Coveo.
...
Showing Result 1-5 of 153

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