BUYER PROMPT / PUBLISHED EVIDENCE
Which enterprise vector retrieval services offer private networking, access controls, compliance, and regional deployment?
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- recommendation
- Model providers
- 3
- Categories
- 1
- Last observed
- Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Qdrantqdrant.tech ↗ | Vector DBs | 2 | 4 | 1 | Openai · Anthropic |
| 02 | Azure AI Searchazure.microsoft.com ↗ | Vector DBs | 2 | 1 | 1 | Anthropic · Gemini |
| 03 | Pineconepinecone.io ↗ | Vector DBs | 1 | 3 | 0 | Anthropic |
| 04 | Zilliz Cloud / Milvuszilliz.com ↗ | Vector DBs | 1 | 2 | 1 | Openai |
| 05 | Vespavespa.ai ↗ | Vector DBs | 1 | 2 | 0 | Anthropic |
| 06 | Weaviateweaviate.io ↗ | Vector DBs | 1 | 2 | 0 | Anthropic |
| 07 | Elasticsearchelastic.co ↗ | Vector DBs | 1 | 1 | 0 | Anthropic |
| 08 | Google Vertex AI Vector Searchcloud.google.com ↗ | Vector DBs | 1 | 0 | 1 | Gemini |
| 09 | MongoDB Atlas Vector Searchmongodb.com ↗ | Vector DBs | 1 | 0 | 1 | Anthropic |
MODEL COMPARISON
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Vector DBs | Qdrant · Zilliz Cloud / Milvus | 5 | 5 | 75839c29…1a695 |
| Anthropic | anthropic/claude-haiku-4-5 | Vector DBs | Pinecone · Weaviate · Qdrant · Elasticsearch · MongoDB Atlas Vector Search · Azure AI Search · Vespa | 7 | 7 | 84d6eeb3…9db53 |
| Gemini | google/gemini-2.5-flash | Vector DBs | Google Vertex AI Vector Search · Azure AI Search | 8 | 8 | da7919ae…f90b8 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.