Buyer prompt · published evidence
Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.
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
- Aug 15, 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 | Tableautableau.com ↗ | BI & Analytics | 1 | 3 | 0 | Openai |
| 02 | Google Lookercloud.google.com ↗ | BI & Analytics | 1 | 2 | 0 | Openai |
| 03 | Microsoft Power BImicrosoft.com ↗ | BI & Analytics | 1 | 1 | 0 | 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 | BI & Analytics | Microsoft Power BI · Tableau · Google Looker | 7 | 7 | df1d4afb…3b3b1 |
| Anthropic | anthropic/claude-haiku-4-5 | BI & Analytics | None observed | 0 | 0 | 668dd732…89e62 |
| Gemini | google/gemini-2.5-flash | BI & Analytics | None observed | 6 | 6 | 451c0412…998da |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| rank.ai | https://rank.ai/prompts/bi-semantic-layer-comparison ↗ | 1 | Openai · Gemini | 2 | BI & Analytics |
| omni.co | https://omni.co/articles/best-semantic-layer-for-ai-and-bi-2026 ↗ | 2 | Openai · Gemini | 2 | BI & Analytics |
| holistics.io | https://holistics.io/blog/semantic-layers/ ↗ | 2 | Openai | 1 | BI & Analytics |
| ovaledge.com | https://ovaledge.com/blog/semantic-layer-tools ↗ | 3 | Gemini | 1 | BI & Analytics |
| atscale.com | https://atscale.com/glossary/semantic-layer/ ↗ | 4 | Openai · Gemini | 2 | BI & Analytics |
| promethium.ai | https://promethium.ai/guides/top-10-semantic-layer-tools-2026-definitive-comparison/ ↗ | 4 | Openai | 1 | BI & Analytics |
| cube.dev | https://cube.dev/articles/best-semantic-layer-for-ai-and-bi-2026 ↗ | 5 | Gemini | 1 | BI & Analytics |
| software.strategy.com | https://software.strategy.com/semantic-layer-comparison-hub ↗ | 5 | Openai | 1 | BI & Analytics |
| medium.com | https://medium.com/@sankethgadadinni1/semantic-layers-solving-the-data-chaos-for-modern-analytics-ae9233928235 ↗ | 6 | Openai · Gemini | 2 | BI & Analytics |