Google Vertex AI Search vs Coveo

Google Vertex AI Search9.1Visit Coveo8.8Visit

Higher score Google Vertex AI Search #3 in AI Search and Discovery Platforms Software 9.1/10 Paid ✓ 0 of 4 features Visit Google Cloud

vs

Coveo #4 in AI Search and Discovery Platforms Software 8.8/10 Pricing on request ✓ 0 of 4 features Visit Coveo

• Google Vertex AI Search fits best

  Google Cloud teams building grounded AI search

• Coveo fits best

  Large enterprises unifying many content repositories

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Side by side

Feature	Google Vertex AI Search 9.1/10 Visit ↗	Coveo 8.8/10 Visit ↗
At a glance
Editor score	9.1	8.8
Ranking	#3 in AI Search and Discovery Platforms Software	#4 in AI Search and Discovery Platforms Software
Best for	Google Cloud teams building grounded AI search	Large enterprises unifying many content repositories
Pricing model	Paid	Paid
Starting price	$1/GB/mo	Pricing on request
Free plan	—	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud
Platforms	Web	Web
Support	Community, Docs	Community, Docs
Integrations	5 integrations	30+ integrations
Built for	Mid-market, Enterprise	Enterprise
Features Google Vertex AI Search 0/4 · Coveo 0/4
Semantic search	Not checked yet	Not checked yet
Recommendations	Not checked yet	Not checked yet
Personalized results	Not checked yet	Not checked yet
Search analytics	Not checked yet	Not checked yet
Specs
Deployment	Cloud	Cloud
Connectable data sources	Not checked yet	Not checked yet
Our review
Pros	Searches websites, structured data, and unstructured documents Combines keyword and semantic retrieval with filters and facets Generates grounded answers with citations and supports personalization	Hybrid keyword, semantic, vector, and faceted retrieval Connectors for major enterprise systems and custom applications Generative answers, personalization, analytics, and relevance tuning
Cons	Paid service with query, storage, and throughput charges Configurable query capacity has a 1,000-query-per-minute minimum Cloud deployment and Google Cloud integrations shape platform fit	Cloud deployment may not fit organizations requiring other deployment models Contact-sales pricing can make budget comparison slower Enterprise-oriented scope may exceed smaller teams' search needs
Our verdict	Google Vertex AI Search is a managed search and content-discovery service for applications working with websites, structured data, and unstructured documents. It is aimed at development teams building search experiences on Google Cloud,… Read the review →	Coveo is a cloud-based enterprise search and relevance platform for commerce, websites, customer service, and workplace experiences. It indexes content from cloud and on-premises repositories into a secured index, then supports keyword,… Read the review →

Strengths and trade-offs

• Google Vertex AI Search — where it wins

  • Searches websites, structured data, and unstructured documents
  • Combines keyword and semantic retrieval with filters and facets
  • Generates grounded answers with citations and supports personalization

  Where it doesn't

  • Paid service with query, storage, and throughput charges
  • Configurable query capacity has a 1,000-query-per-minute minimum
  • Cloud deployment and Google Cloud integrations shape platform fit

• Coveo — where it wins

  • Hybrid keyword, semantic, vector, and faceted retrieval
  • Connectors for major enterprise systems and custom applications
  • Generative answers, personalization, analytics, and relevance tuning

  Where it doesn't

  • Cloud deployment may not fit organizations requiring other deployment models
  • Contact-sales pricing can make budget comparison slower
  • Enterprise-oriented scope may exceed smaller teams' search needs

• Google Vertex AI Search9.1/10 · Paid

  A Google Cloud search service combining hybrid retrieval with cited generative answers.

  Visit Google CloudFull verdict →
• Coveo8.8/10 · Pricing on request

  A broad enterprise search stack for unified retrieval, personalization, and generative answers.

  Visit CoveoFull verdict →