CITED SOURCE / URL-DERIVED EVIDENCE
zilliz.com
Every row below resolves to a published AI-answer citation or a public source connection. Rank.ai derives citation hostnames from the returned URLs instead of trusting provider-supplied labels.
Visit domain ↗- Cited prompts
- 4
- Model providers
- 3
- Cited pages
- 4
- Best position
- 2
- Categories
- 2
- Last observed
- Jul 27, 2026, 12:00 AM UTC
BENCHMARK COVERAGE
Where this source appears
Coverage is counted from the complete published prompt × provider matrix for each live category.
| Category | Prompts citing | Providers citing | Citation observations | Snapshot time | Full ranking |
|---|---|---|---|---|---|
| Vector databases | 3 | 2 | 3 | Jul 27, 2026, 12:00 AM UTC | View table → |
| AI research assistants | 1 | 1 | 1 | Jul 27, 2026, 12:00 AM UTC | View table → |
PROMPT × MODEL LEDGER
Exact citation evidence
Citation position is the provider-returned order inside a single answer. It is not a page rank or an endorsement score.
| Prompt | Provider | Model version | Position | Category | Cited page |
|---|---|---|---|---|---|
| Which enterprise vector retrieval services offer private networking, access controls, compliance, and regional deployment?recommendation | Openai | openai/gpt-4o-mini | 2 | Vector DBs | https://zilliz.com/blog/introduce-business-critical-plan ↗ |
| Design a retrieval benchmark for AI research assistants using known-item search, long-tail evidence, conflicting sources, dates, and paywalled material.commercial | Anthropic | anthropic/claude-haiku-4-5 | 4 | Research AI | https://zilliz.com/glossary/beir ↗ |
| Recommend a low-latency vector search system for a workload that may grow to billions of embeddings.recommendation | Gemini | google/gemini-2.5-flash | 6 | Vector DBs | https://zilliz.com/ai-faq/how-do-you-optimize-embeddings-for-lowlatency-retrieval ↗ |
| Recommend an open-source vector database that an engineering team can self-host in its own cloud account.recommendation | Gemini | google/gemini-2.5-flash | 8 | Vector DBs | https://zilliz.com/blog/top-5-open-source-vector-search-engines ↗ |
PAGE-LEVEL ROLLUP
Pages models cited
De-duplicated by exact public URL and ordered by prompt breadth, provider breadth, then best observed position.
| Cited URL | Prompts | Providers | Best position | Observations | Categories |
|---|---|---|---|---|---|
| https://zilliz.com/blog/introduce-business-critical-plan ↗ | 1 | 1 | 2 | 1 | Vector DBs |
| https://zilliz.com/glossary/beir ↗ | 1 | 1 | 4 | 1 | Research AI |
| https://zilliz.com/ai-faq/how-do-you-optimize-embeddings-for-lowlatency-retrieval ↗ | 1 | 1 | 6 | 1 | Vector DBs |
| https://zilliz.com/blog/top-5-open-source-vector-search-engines ↗ | 1 | 1 | 8 | 1 | Vector DBs |