BUYER PROMPT / PUBLISHED EVIDENCE
Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability.
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 | Amazon Web Servicesaws.amazon.com ↗ | Cloud | 3 | 11 | 0 | Openai · Anthropic · Gemini |
| 02 | Google Cloudcloud.google.com ↗ | Cloud | 3 | 10 | 1 | Openai · Anthropic · Gemini |
| 03 | Microsoft Azureazure.microsoft.com ↗ | Cloud | 3 | 9 | 1 | Openai · Anthropic · Gemini |
| 04 | IBM Cloudibm.com ↗ | Cloud | 1 | 2 | 0 | Openai |
| 05 | DigitalOceandigitalocean.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 · IBM Cloud | 5 | 5 | d4758a49…65430 |
| Anthropic | anthropic/claude-haiku-4-5 | Cloud | Amazon Web Services · Microsoft Azure · Google Cloud | 3 | 3 | b96198e4…21781 |
| Gemini | google/gemini-2.5-flash | Cloud | Amazon Web Services · Microsoft Azure · Google Cloud · DigitalOcean | 8 | 8 | bb62bb56…c736f |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.