Google Vertex AI Vector Search
NewManaged vector database built on Google's ScaNN search algorithm
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
- Google Vertex AI Vector Search ranks #21 of 30 in Vector Databases with an AI visibility score of 1.5 (SlateIndex, Nov 2, 2026).
- Google Vertex AI Vector Search is most visible on ChatGPT (4.6) and least on Perplexity (0).
- AI engines name Google Vertex AI Vector Search in 4 of the 30 Vector Databases buyer prompts SlateIndex tracks.
- databricks.com is the source AI engines cite most in answers about Google Vertex AI Vector Search, with 10 citations.
About
Company details for Google Vertex AI Vector Search
Vector Search is a managed vector database offered by Google Cloud, built on ScaNN, a search algorithm developed by Google Research. Version 2.0 stores vectors, metadata and content together in a single resource called a Collection. It supports semantic, text and hybrid search modes in one request. It ranks #21 of 30 in Vector Databases on SlateIndex and has a visibility score of 1.5 in the latest weekly run.
Its differentiator: vector Search 2.0 keeps vectors, metadata and content in one Collection resource and searches them in semantic, text and hybrid modes in one request.
- Website
- google.com
- Categories
- Vector Databases
- Company size
- 5,000+ employees
- Company type
- Division of Alphabet
- Deployment
- Fully managed service on Google Cloud
Read from docs.cloud.google.com, discuss.google.dev, en.wikipedia.org, cloud.google.com, markaicode.com · refreshed Nov 2, 2026.
AI visibility
Latest weekly run · Nov 2 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
Changes appear after the second weekly run in Vector Databases. Pinecone leads the category at 71.8%.
AI mentions & citations
Recent answers that name Google Vertex AI Vector Search
How much does Databricks cost?
Cloud infrastructure: AWS EC2, Azure VMs, or Google Cloud compute for classic workloads.
How much does Databricks cost?
Databricks pricing follows a consumption-based "two-bill" model where you pay for Databricks Units (DBUs) alongside separate underlying infrastructure fees from your cloud provider (AWS, Azure, or Google Cloud).
How much does Databricks cost?
It uses consumption-based pricing: you pay for Databricks Units (DBUs), usually by the second, plus cloud infrastructure costs for AWS, Azure, or Google Cloud.
Which Vector Databases tools offer annual discounts?
AWS, Azure and Google Cloud Marketplace procurement options.
What should a vector database integrate with?
Examples: AWS, Microsoft Azure, Google Cloud, Kubernetes.
Best vector database for enterprise
Products & features
What Google Vertex AI Vector Search sells
Vector Search 2.0
Collection-based vector search that holds vectors, metadata and content together, with semantic, text and hybrid search in one request.
Vector Search 1.0
Index-based vector search where indexes are deployed to endpoints and documents are stored separately in Cloud Storage or Datastore.
Target market & buyers
Notable customers include Lowe's.
| Industry | Primary use case |
|---|---|
| Retail | Interactive shopping experiences, such as shopping recommendations (Lowe's case study) |
Funding & recent developments
Funding
| Latest known round | Total raised |
|---|---|
| — | — |
Recent developments
- Apr 2026CompanyVertex AI rebranded as Gemini Enterprise Agent Platform
The parent platform was renamed, and Vector Search now sits under the new name.
- Mar 2026ProductVector Search 2.0 reaches general availability
Vector Search 2.0 became generally available.
Competitive landscape
How Google Vertex AI Vector Search compares with its top three alternatives
Google Vertex AI Vector Search most often appears alongside AWS, Databricks, PostgreSQL in AI answers.
| Brand | Visibility | Share of voice | vs last week | Starting price |
|---|---|---|---|---|
| Google Vertex AI Vector Search | 1.5% | 0.5% | New | Pricing not available |
| AWS | 35.7% | 7.5% | New | Pricing not available |
| Databricks | 46.2% | 7.6% | New | Pricing not available |
| PostgreSQL | 49% | 12.6% | New | Pricing not available |
| Pinecone | 71.8% | 14% | New | Free plan |
Cite as: SlateIndex, “Google Vertex AI Vector Search AI visibility profile”, https://slateindex.ai/brand/google-vertex-ai-vector-search, data of Nov 2, 2026. Licence: CC BY 4.0.