BUYER PROMPT / PUBLISHED EVIDENCE
How should a buyer compare data-platform total cost across storage, compute, data movement, concurrency, idle capacity, support, and administration?
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
- commercial
- 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 | Google BigQuerycloud.google.com ↗ | Data | 1 | 0 | 1 | Gemini |
| 02 | MotherDuckmotherduck.com ↗ | Data | 1 | 0 | 1 | Gemini |
| 03 | Teradata VantageCloudteradata.com ↗ | Data | 1 | 0 | 1 | Openai |
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 | Data | Teradata VantageCloud | 4 | 4 | e4a3cc0e…c91c6 |
| Anthropic | anthropic/claude-haiku-4-5 | Data | None observed | 0 | 0 | d54a3700…831eb |
| Gemini | google/gemini-2.5-flash | Data | Google BigQuery · MotherDuck | 8 | 8 | dd8984d3…cea65 |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.