# Top vector database options for B2B SaaS companies

Category: Vector Databases. Intent: commercial. Top brand: Pinecone.

Page: https://slateindex.ai/prompt/top-vector-database-options-for-b2b-saas-companies-4cpelkupsg · data of 2026-11-02

## Brands named

| Brand | Share of engines |
|---|---|
| Pinecone | 100% |
| Qdrant | 100% |
| PostgreSQL | 100% |
| Weaviate | 100% |
| MongoDB Atlas | 67% |
| Zilliz Cloud | 67% |
| AWS | 33% |
| Elasticsearch | 33% |
| OpenSearch | 33% |
| Supabase | 33% |

## Sources

- alphacorp.ai (1)
- atlan.com (1)
- awesomeagents.ai (1)
- bersyn.com (1)
- citehawk.com (1)
- cognee.ai (1)
- firecrawl.dev (1)
- fp8.co (1)
- g2.com (1)
- geekflare.com (1)
- github.com (1)
- milvus.io (1)
- mixpeek.com (1)
- pccvdi.com (1)
- pinecone.io (1)
- qdrant.tech (1)
- rework.com (1)
- sganalytics.com (1)
- splunk.com (1)
- toolradar.com (1)
- weaviate.io (1)

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Top vector database options for B2B SaaS companies”, https://slateindex.ai/prompt/top-vector-database-options-for-b2b-saas-companies-4cpelkupsg, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).