AI Search, Generative Answering And Retrieval For Every Digital Experience

Coveo is an AI search and relevance platform that unifies content from 100+ sources and powers search, generative answering, case deflection, product discovery and retrieval for AI agents. It suits US mid-size and large businesses that want one platform for customer, agent, employee and commerce experiences, backed by a 99.999% SLA.

About Coveo

Industry leader in connected fleet operations

Market Position

A publicly listed leader in AI search and product discovery, with SaaS subscription revenue of $37.4 million in its quarter ended June 30, 2026.

Innovation Focus

Relevance Generative Answering, the Passage Retrieval API for agents, Conversational Search, an MCP server and Coveo for Agentforce.

Core Strengths

Hybrid search, unified indexing across 100+ sources, behavioral AI, generative answering and enterprise-grade security.

Use Cases

Customer self-service, case deflection, support agent assistance, website search, employee search, B2B and B2C product discovery.

Discover Coveo’s Complete AI Search & Knowledge Suite

Core Products & Solutions

Search, generative answers, retrieval and commerce on one relevance platform
Hybrid Search And Unified Indexing

Hybrid Search And Unified Indexing

Combines keyword and semantic search across 100+ content sources, including Salesforce, SAP, ServiceNow and Zendesk.

Relevance Generative Answering

Relevance Generative Answering

Generates secure, accurate answers from indexed content to drive self-service, with smart snippets and an Answer API.

Passage Retrieval API

Passage Retrieval API

Supplies grounded content passages to AI agents and applications, with an MCP server for agentic use.

Conversational Search

Conversational Search

Lets users refine their intent through dialogue instead of repeated keyword searches.

Case Assist And Case Classification

Case Assist And Case Classification

Recommends content inside case forms and classifies cases to deflect tickets and speed up resolution.

Coveo For Commerce

Coveo For Commerce

Product discovery, recommendations, deep learning AI and conversational product discovery for B2B and B2C shoppers.

Coveo’s Pricing Plans

Pricing Overview

Quote-based editions billed annually or on three-year terms; ranges below are Vendr estimates

Service And Website

Customer self-service, support portals and websites

Custom

Pricing

Entitlement-based; Vendr reports Service at about $40,000 to $180,000 a year for mid-market

  • 100,000 queries per month per pricing unit
  • Hybrid search and unified indexing
  • Behavioral AI and automatic relevance tuning
  • Reporting, analytics and administration
  • Coveo Care support with Delivery Assurance
  • Generative answering and Passage Retrieval as add-ons
Custom Quote
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Workplace

Employee search and knowledge experiences

Custom

Pricing

Seat-based; Vendr reports about $50,000 to $250,000 a year for 500 to 5,000 employees

  • Seat-based pricing units
  • Search across 100+ connected sources
  • Generative answering add-on counted in generative queries
  • Security and administration controls
  • Multi-region hosting add-on
  • HIPAA Cloud and bring-your-own-key options
Custom Quote
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Commerce

B2B and B2C product discovery

Custom

Pricing

Base package plus modular add-ons; Vendr reports about $60,000 to $200,000 a year for mid-sized deployments

  • 100,000 queries and recommendations per month per unit
  • 100,000 catalog items included
  • Deep learning AI add-on
  • Conversational product discovery add-on
  • Product badging add-on
  • Upgraded Support with Technical Account Manager available
Custom Quote
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WHO

Who Is Coveo Best For?

Ideal customer segments and business profiles

Small Businesses

1-25 Employees

Coveo is rarely a fit at this size, since Vendr’s lowest observed contracts start around $28,000 a year.

Mid-Market Companies

26-100 Employees

A fit for digital-first companies with large support or product catalogs, though implementation and add-on costs need budgeting.

Enterprise Companies

100+ Employees

The strongest fit: brands like SAP, Cisco and Adobe running search, generative answering and commerce across many properties.

Customer Support Organizations

Any Size

Support teams benefit most from case deflection, as Zoom raised deflection 2.3x and Precisely deflects 45% of case submissions.

Coveo’s benefits

Measurable Impact & Benefits

Figures from Coveo customer case studies and Coveo’s platform page

2.3x

Case Deflection At Zoom

Zoom more than doubled case deflection with Coveo.

89%

Of Content Gaps Eliminated At Zoom

Achieved by unifying data sources into a single index.

20%

More Self-Service Success At Zoom

Delivered with Coveo’s generative AI.

81.5%

Implicit Case Deflection At Precisely

Users who searched did not go on to submit a case.

45%

Of Case Submissions Deflected At Precisely

From contextual content recommendations inside the case form.

13.3%

Additional Deflection With Generative Answering

Precisely’s gain within three months of rolling out Relevance Generative Answering.

425

More Cases Deflected Per Month

Precisely’s monthly improvement after adopting Coveo.

99.999%

SLA

Coveo’s published service level for its platform.

Coveo’s REVIEWS

Coveo Real reviews

Reviewers praise search efficiency and analytics, with concerns about the learning curve and cost

Our Rating:

4.4

Trustpilot reviews
N/A
G2 reviews
4.3
141
Capterra
N/A
N/A
Cora-Lynne L., Senior Manager, Enterprise
I love Coveo’s case assist feature.
Daniel L., Project Manager, Enterprise
Easy to setup and administer.
Alternatives

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See how Coveo stacks up against competitors

Glean focuses on employee search, assistance and agents with an assigned CSM, while Coveo covers customer, agent, employee and commerce search on one…

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Coveo BENEFITS

Coveo’s Pros & Cons

Balanced evaluation to help you make an informed decision

Strengths

  • Hybrid search with unified indexing across 100+ sources
  • Relevance Generative Answering for secure self-service answers
  • Passage Retrieval API and MCP server for AI agents
  • Case Assist and Case Classification for ticket deflection
  • Commerce edition for B2B and B2C product discovery
  • ISO 27001, SOC 2, HIPAA and a 99.999% SLA
  • Leader in the 2026 Gartner Magic Quadrant for Search and Product Discovery

Limitations

  • No published pricing
  • Generative AI features are add-ons, not included by default
  • G2 reviewers cite a steep learning curve and required expertise
  • Implementation reportedly costs $20,000 to over $150,000
  • Overages reportedly run two to five times the base rate
  • About four months average implementation, per G2 reviewers

Our Verdict

Coveo earns its Best in Features placement for enterprise AI search and knowledge because no competitor covers as many experiences on one relevance platform. Coveo combines hybrid search, Relevance Generative Answering, the Passage Retrieval API for agents, Conversational Search, Case Assist and a full commerce edition, backed by a 99.999% SLA. Zoom raised case deflection 2.3x, and Precisely gained 13.3% more deflection within three months of adding generative answering. Buyers should weigh that breadth against cost and complexity. Generative AI features are add-ons, pricing is quote-based, and Vendr reports implementation costs from $20,000 to over $150,000. G2 reviewers cite a steep learning curve and about four months to implement. For enterprises running large support, website or commerce experiences, Coveo is the most capable choice. Teams focused on internal knowledge may prefer Glean or Guru.

Resources

Resources & Documentation

Detailed materials for deeper evaluation

Coveo Pricing Page

Editions, pricing units, add-ons and support options.

Coveo Platform Overview

Search, generative answering, retrieval and security details.

Zoom Case Study

How Zoom raised case deflection 2.3x with Coveo.

Precisely Case Study

How Precisely deflects 45% of case submissions.

Q1 Fiscal 2027 Results

SaaS revenue, net expansion rate and largest deal details.

Passage Retrieval API Documentation

Grounding AI agents in retrieved content.

Coveo MCP Server

Connecting Coveo retrieval to agentic workflows.

Coveo Customers Page

Logos and stories from SAP, Cisco, Adobe and others.

What to Know

What to Know Before Buying

Key considerations for evaluating Coveo
  • G2 reviewers report about four months average implementation
  • Coveo Care includes technical kickoff, workshops and implementation reviews
  • A network of implementation partners supports larger rollouts
  • Coveo connects to 100+ content sources, including Salesforce, SAP, Shopify, ServiceNow and Zendesk, and offers APIs and an MCP server for agents.
  • Pricing units cover 100,000 queries a month, and Vendr reports large deployments above 5 million items often exceed $400,000 a year.
  • Generative AI add-ons, implementation services, extra environments at 10% to 30% of annual cost, premium support and overages add to the base subscription.
  • Teams moving from other search platforms must re-index content and retune relevance, and legacy Qubit customers have been migrating off that platform.
  • Coveo sells annual or three-year subscriptions, multi-year terms reportedly save 15% to 30% and renewals may rise 3% to 7% a year unless negotiated.

Alternatives

Compare Alternatives

See how Coveo stacks up against competitors

Glean focuses on employee search, assistance and agents with an assigned CSM, while Coveo covers customer, agent, employee and commerce search on one relevance platform.

Guru keeps internal knowledge verified at a lower reported contract cost, while Coveo powers large-scale self-service, generative answering and product discovery.

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FAQ’s

Frequently Asked Questions

Common questions about Coveo

Coveo does not publish pricing. Vendr reports a median contract of about $34,707 a year, with observed contracts from about $28,000 to over $357,000 depending on edition, volume and add-ons.

It is Coveo’s generative AI feature that produces secure, accurate answers from indexed content to drive self-service. It is sold as an add-on.

It supplies grounded content passages from Coveo’s index to AI agents and applications, and is priced by passage queries per month.

Coveo offers Service, Website and Workplace editions for knowledge experiences, plus a Commerce edition for B2B and B2C product discovery.

Coveo Care includes Delivery Assurance with technical kickoff, workshops and implementation reviews. Upgraded Support adds a Technical Account Manager and Developer Support.

Coveo is ISO 27001 certified and SOC 2 and HIPAA compliant, with a 99.999% SLA, multi-region hosting and bring-your-own-key options.

No public pricing, generative AI sold as add-ons, a steep learning curve and significant implementation time and cost.

Common alternatives include Glean, Guru, Algolia, Elastic and Lucidworks, which differ in focus, scale and pricing.