Coveo
AI-Search and relevance platform unifying enterprise content for service, commerce, website and workplace experiences
By Coveo · 4.3/5 Value-Position score (estimate)
Positioning guardrails
Best for
- Large enterprises with content spread across CRM, ERP, intranet and document systems that need one permission-aware index
- Customer service organisations trying to deflect cases with self-service and generative answers
- B2B and B2C commerce teams that want AI product discovery, recommendations and merchandising controls
- Digital workplace teams that need role- and location-personalised answers for employees
- Regulated organisations needing document-level permissions, multi-region hosting and data residency
Ideal size: 1,000+ employees people · Enterprise with fragmented content and a dedicated search or digital experience team
Not for
- Small teams with a single content source that only need basic site search
- Buyers who require public self-serve list pricing before talking to sales
- Companies that expect generative AI bundled in the base plan rather than sold as an add-on
- Organisations unwilling to invest engineering time in connectors, indexing and UI integration
Value metrics scorecard
Time-to-Value
6-12 weeks for enterprise deployment
~60 days to first production value
Total Cost of Ownership
$100,000/yr
Starts at $30,000 · Quote-based annual or three-year subscription in USD (CAD, EUR, GBP, AUD available); priced primarily on queries and indexed items
Implementation Friction
3/5
Engineering + admin effort required
Value-Position score
out of 5 · model estimate
Full cost breakdown
Mandatory implementation fee
None
Seat tiers
Workplace offers seat-based plans; Service and Website are entitlement-based. Each pricing unit includes 100k queries per month
Add-on costs
- Generative AI: Relevance Generative Answering, Conversational Search, Answer API, Coveo for Agentforce
- Commerce add-ons: Deep Learning AI, Conversational Product Discovery, Product Badging
- Enhanced Security: HIPAA Cloud, Bring-Your-Own-Key, Multi-Region Hosting, 99.999% uptime active-active resiliency (US only)
- Upgraded Support: Technical Account Manager, Developer Support
- Service extensions: Case Assist, Case Classification
Company & support
Who is behind Coveo, and how your team gets help once it is live.
Company
- Founded
- Not recorded
- Headquarters
- Not recorded
How you get support
- PhoneNot listed
- EmailNot listed
- Live chatNot listed
- Support portal / ticketsPlan not stated
- Community forumPlan not stated
- Help centre / docsNot listed
- Dedicated account managerPlan not stated
- In person / on-siteNot listed
- Hours
- Not recorded
- Response time
- Not stated
Coveo Care is the all-in-one Customer Support and Success Plan with technical kickoff and implementation reviews. Existing customers are directed to their CSM or account manager, and upgraded support add-ons include a Technical Account Manager and developer support.
“Not listed” means the vendor’s public pages don’t mention that channel, not that it is unavailable. Ask about it during evaluation.
Market position
Where Coveo sits against its closest alternatives. Pick any two of cost, speed, friction and buyer score, and up to 9 companies to compare.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line. A dashed ring marks an outlier pinned to the edge; hover for its value.
Companies on the chart 6 / 10
- Coveo
- incident.io
- Leena AI
- LaunchDarkly
- ThoughtSpot
- Workday HCM
Add or change companies
Up to 10 companies including Coveo. Listed closest first.
Stack fit signal
Compatibility with standard B2B ecosystems.
Ships an official MCP server. Connects to Claude Code, Claude Desktop, ChatGPT connectors and Cursor out of the box.
AI & MCP readiness
What Coveo ships in AI, and what it asks of your ecosystem.
AI features shipped
Sources describe hybrid AI search, Coveo AI Models for behavioural relevance, query suggestions, automatic relevance tuning and recommendations, conversational search and generative answering, agentic applications (Coveo for Agentforce, Agentic Copilot) and an MCP server for agents. Automatic metadata enrichment and text extraction from images and PDFs are also documented. Generative AI is an…
Your data & models
- Trains on your data
- Not recorded — ask the vendor
- Runs on
- Anthropic, Amazon, OpenAI
- AI pricing
- Paid add-on
In your ecosystem
- AI connection
- Official MCP server
- Model key
- Not recorded
- AI usage audit
- Not recorded
Compliance attestations
* IAPP AIGP certifies individuals, not products. It means named staff hold the credential — not that the platform does.
Bottom line
Coveo is an enterprise AI-search and relevance platform that unifies content from 30+ native and universal connectors into one secure index, then applies AI models to search, recommendations, generative answering and agentic experiences. It is sold to large enterprises for service, commerce, website and workplace use cases, with quote-based pricing tied to queries and indexed items; generative AI is an add-on. Deployment is integration-heavy but requires no content migration.
Frequently asked questions
How does Coveo price its platform?
Coveo sells annual or three-year subscriptions in USD, with CAD, EUR, GBP and AUD terms also available, and does not publish list prices. Pricing scales with usage, primarily queries and indexed items. Each pricing unit includes 100,000 queries per month; Commerce units also include a set 100,000 catalogue items. Service and Website are entitlement-based, while Workplace adds seat-based plans. Multi-region hosting, HIPAA Cloud, BYOK, deeper AI capabilities and upgraded support are priced add-ons.
Is generative AI included in the standard plan?
No. Coveo states that generative AI features such as Coveo Relevance Generative Answering and Generative Product Discovery are available as add-ons, as are conversational product discovery, commerce deep learning AI, case assist and case classification. The base plan covers hybrid search, unified indexing and connectors, behavioural AI relevance models, merchandising controls and reporting.
What integrations does Coveo support?
Coveo offers more than 30 native and universal connectors. Native connectors include Salesforce, SAP, ServiceNow, Microsoft Dynamics 365, SharePoint, Zendesk, Slack, Shopify, Sitecore, Google Drive, Jira, Confluence and Box. Universal connectors cover REST, GraphQL, Push, database, catalogue, file system, sitemap and web sources, and Coveo also ships an MCP Server so AI agents can query the index directly.
How long does implementation take, and does content have to move?
Coveo does not publish a standard implementation timeline. Content is unified through a single index rather than migrated or reformatted, and native connectors, pre-built UI components and drag-and-drop page editing shorten setup. Deployments needing custom connectors, permission mapping or bespoke interfaces take longer. Coveo Care includes technical kickoff and implementation reviews whether you work with Coveo, a partner or self-implement.
How does Coveo handle security, privacy and compliance?
Coveo describes enterprise-grade security with single sign-on, role-based access control, document-level permissions enforced at index level, security audits and reporting, multi-region hosting and data residency. It states compliance including GDPR and HIPAA, with HIPAA Cloud, BYOK and 99.999% uptime active-active resiliency sold as Enhanced Security add-ons. Note that AI processing and sub-processor details are covered separately in Coveo's privacy notice.