Buyer prompt · published evidence
Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search?
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
- Aug 7, 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 | Elastic Search AIelastic.co ↗ | Enterprise search | 2 | 5 | 2 | Openai · Gemini |
| 02 | Azure AI Searchazure.microsoft.com ↗ | Enterprise search | 2 | 3 | 1 | Openai · Gemini |
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 | Enterprise search | Elastic Search AI · Azure AI Search | 6 | 6 | bc77c60b…8d6c9 |
| Anthropic | anthropic/claude-haiku-4-5 | Enterprise search | None observed | 0 | 0 | 9f94f84c…e6dd6 |
| Gemini | google/gemini-2.5-flash | Enterprise search | Elastic Search AI · Azure AI Search | 9 | 9 | 0accc48b…9cc79 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.