Buyer prompt · published evidence
Which cloud platform is best for a governed lakehouse, streaming analytics, business intelligence, and machine learning stack?
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 13, 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 | Microsoft Azureazure.microsoft.com ↗ | Cloud | 2 | 7 | 0 | Openai · Gemini |
| 02 | Google Cloudcloud.google.com ↗ | Cloud | 2 | 5 | 0 | Openai · Gemini |
| 03 | Amazon Web Servicesaws.amazon.com ↗ | Cloud | 2 | 3 | 0 | Openai · Gemini |
| 04 | IBM Cloudibm.com ↗ | Cloud | 1 | 0 | 1 | Gemini |
| 05 | Oracle Cloudoracle.com ↗ | Cloud | 1 | 0 | 1 | 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 | Cloud | Amazon Web Services · Microsoft Azure · Google Cloud | 5 | 5 | ca3b038a…4d60f |
| Anthropic | anthropic/claude-haiku-4-5 | Cloud | None observed | 0 | 0 | 88fa1d07…74f62 |
| Gemini | google/gemini-2.5-flash | Cloud | Amazon Web Services · Microsoft Azure · Google Cloud · Oracle Cloud · IBM Cloud | 8 | 8 | 370fcb1b…972f7 |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.