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Buying question

Which enterprise vector retrieval services offer private networking, access controls, compliance, and regional deployment?

Which brands each model API named when asked this question, and which pages it cited. Answer text is not published.
Snapshot Sep 12, 2026. Each category is re-run in rotation, every few weeks.

Recommendation

Kind of question

3

Model APIs

3

Brands named

11

Pages cited

Brands

Brands the answers named

Ordered by how many model APIs named the brand, then by mentions. A mention is not an endorsement or a position.
Rank#BrandModel APIsMentionsOwn-site citationsNamed by
1Zilliz Cloud / Milvuszilliz.com121OpenAI
2Azure AI Searchazure.microsoft.com101Google
3Google Vertex AI Vector Searchcloud.google.com101Google

Model APIs

What each model API returned

One row per model API. The hash identifies the exact answer without publishing it.
Model APIModelBrands namedCitationsDomainsAnswer hash
OpenAIopenai/gpt-4o-miniZilliz Cloud / Milvus3387ec9273…06a6b
Anthropicanthropic/claude-haiku-4-5None named00ba722281…7271b
Googlegoogle/gemini-2.5-flashGoogle Vertex AI Vector Search · Azure AI Search88541d86f2…8e779

Sources

Pages the answers cited

Hostnames come from the URLs the answers returned. Best position is the earliest place a page was cited in an answer.
DomainCited pageBest positionCited byCitations
rank.aihttps://rank.ai/prompts/enterprise-vector-retrieval-private-networking1Google1
zilliz.comhttps://zilliz.com/blog/zilliz-cloud-byoc-upgrades1OpenAI1
actian.comhttps://actian.com/blog/databases/when-to-choose-on-premises-vs-cloud-for-vector-databases/2OpenAI1
petronellatech.comhttps://petronellatech.com/blog/secure-rag-enterprise-architecture-patterns-for-accurate-leak-free-ai/?srsltid=AfmBOoqHpoCNyBZhUpFm7aoF0gM6hFjC4QiZQWFXZy7p_NeinOMMps9U2Google1
learn.microsoft.comhttps://learn.microsoft.com/en-us/azure/foundry/agents/how-to/virtual-networks3Google1
sec.cloudapps.cisco.comhttps://sec.cloudapps.cisco.com/security/center/resources/securing-vector-databases3OpenAI1
cloudsecurityalliance.orghttps://cloudsecurityalliance.org/artifacts/using-zero-trust-to-secure-enterprise-information-in-llm-environments4Google1
facebook.comhttps://facebook.com/groups/chiefai/posts/3117293691797245/5Google1
rconfig.comhttps://rconfig.com/products/vector6Google1
docs.cloud.google.comhttps://docs.cloud.google.com/architecture/private-connectivity-rag-capable-gen-ai7Google1
ksofttechnologies.comhttps://ksofttechnologies.com/blogs/how-rag-works-inside-a-closed-enterprise-environment8Google1
Snapshots
794067bc-f4fa-456f-8063-1db7efff0c35
Question set
vector-database-platforms-2026-07-27
Benchmark version
4-vector-database-platforms-2026-07-27-models-64232fd32583
What is kept
Measured in Vector DBs. Full answers are not stored or published, and no customer data is included.

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.