BUYER PROMPT / PUBLISHED EVIDENCE
Recommend a data platform for operational AI applications that need fresh application data, vector search, transactions, and low-latency serving.
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 | SingleStoresinglestore.com ↗ | Data | 2 | 5 | 4 | Anthropic · Gemini |
| 02 | MongoDB Atlasmongodb.com ↗ | Data | 1 | 5 | 0 | Anthropic |
| 03 | Databricksdatabricks.com ↗ | Data | 1 | 1 | 1 | Gemini |
| 04 | Confluentconfluent.io ↗ | Data | 1 | 1 | 0 | Anthropic |
| 05 | Oracle Autonomous Databaseoracle.com ↗ | Data | 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 | Data | None observed | 5 | 5 | 578081d9…22146 |
| Anthropic | anthropic/claude-haiku-4-5 | Data | MongoDB Atlas · Confluent · SingleStore | 5 | 4 | a405cba8…a917c |
| Gemini | google/gemini-2.5-flash | Data | Databricks · Oracle Autonomous Database · SingleStore | 7 | 7 | a7b5f789…9d56f |
URL-DERIVED CITATIONS
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.