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BUYER PROMPT / PUBLISHED EVIDENCE

Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.

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.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Google Lookercloud.google.comBI & Analytics2130Openai · Anthropic
02Tableautableau.comBI & Analytics130Openai
03Microsoft Power BImicrosoft.comBI & Analytics120Openai
04Qlik Cloud Analyticsqlik.comBI & Analytics120Openai
MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniBI & AnalyticsMicrosoft Power BI · Tableau · Google Looker · Qlik Cloud Analytics55e7215d63…291d2
Anthropicanthropic/claude-haiku-4-5BI & AnalyticsGoogle Looker757aa23a92…e2ae3
Geminigoogle/gemini-2.5-flashBI & AnalyticsNone observed77ac0a0432…afe17
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
kyvosinsights.comhttps://kyvosinsights.com/ai/best-semantic-layer-tools-2026/1Openai1BI & Analytics
nhimg.orghttps://nhimg.org/community/nhi-product-announcements-forum/agentic-ai-governance-in-snowflake-what-the-collibra-integration-changes/1Anthropic1BI & Analytics
omni.cohttps://omni.co/articles/best-semantic-layer-for-ai-and-bi-20261Gemini1BI & Analytics
atscale.comhttps://atscale.com/blog/choosing-semantic-layer-technical-features/2Openai1BI & Analytics
ovaledge.comhttps://ovaledge.com/blog/semantic-layer-tools2Gemini1BI & Analytics
youtube.comhttps://youtube.com/watch?v=ktTT8hCddF02Anthropic1BI & Analytics
collibra.comhttps://collibra.com/blog/what-is-a-semantic-layer-how-shared-business-meaning-powers-better-ai-and-analytics3Anthropic · Gemini2BI & Analytics
collibra.comhttps://collibra.com/blog/let-ai-do-the-mapping-introducing-collibra-s-semantic-agents3Anthropic1BI & Analytics
querio.aihttps://querio.ai/articles/exploring-semantic-layers-in-business-intelligence3Openai1BI & Analytics
atlan.comhttps://atlan.com/know/best-semantic-layer-tools/4Openai · Gemini2BI & Analytics
linkedin.comhttps://linkedin.com/posts/davidpmariani_snowflake-databricks-and-the-semantic-layer-activity-7392572814341431296-eFF04Gemini1BI & Analytics
productresources.collibra.comhttps://productresources.collibra.com/docs/collibra/latest/Content/Catalog/GuidedStewardship/SemanticLayer/ta_semantic-layer.htm4Anthropic1BI & Analytics
getgalaxy.iohttps://getgalaxy.io/articles/top-semantic-layer-tools-real-time-enterprise-analytics-20265Openai1BI & Analytics
quaeris.aihttps://quaeris.ai/platform5Gemini1BI & Analytics
agility-at-scale.comhttps://agility-at-scale.com/ai/architecture/semantic-layer-architecture/6Gemini1BI & Analytics
collibra.comhttps://collibra.com/6Anthropic1BI & Analytics
linkedin.comhttps://linkedin.com/posts/markpaceycollibra_let-ai-do-the-mapping-introducing-collibra-activity-7383578572566761472-kZV87Anthropic1BI & Analytics
Snapshot IDsbc02f5be-bb7f-461b-9c47-41412b32b058
Corpus versionsbi-analytics-platforms-2026-07-27
Benchmark versions4-bi-analytics-platforms-2026-07-27-models-64232fd32583

Coverage: BI & Analytics. Full answers stored: no · Full answers published: no · Tenant data included: no.