What AI says about Omni
Data as of Oct 22, 2026Based on 37,789 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Omni is an open-source platform that deploys agents to search, analyze, and automate tasks across a company’s connected tools.
<1%
of AI answers about Omni and its rivals · since Jul 5
Where Omni ranks in AI
Topics where AI mentions Omni
- Business intelligence dashboardsDashboard Charting Libraries6%Rank #14
- Governed self-service analyticsBusiness Intelligence & Analytics Software13%Rank #8
- Mentioned in
- Best BI that balances speed, governance, and self-serve?on this question13%
Excerpts where Omni appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode Omni - The Balance: A rising modern contender specifically engineered to bridge Looker-style data modeling
Google AI ModeJul 14, 2026, Google AI Mode Omni is widely regarded as offering the best balance, particularly for modern data stacks.
- Interactive marketing dashboardsMarketing Reporting & Analytics Dashboards2%Rank #11
- Multi-tenant embedded analyticsEmbedded Analytics and BI Platforms9%Rank #15
- Marketing dashboard platforms with data warehouse connectivityMarketing Reporting & Analytics Dashboards8%Rank #26
- Dashboard and data visualization toolsBusiness Intelligence & Analytics Software1%Rank #34
- Embedded analytics for SaaS productsEmbedded Analytics and BI Platforms2%Rank #37
- Mentioned in
- I'm looking for a way to embed dashboards directly into our SaaS application. What's the best embedded analytics platform for a multi-tenant environment?on this question12%
Excerpts where Omni appeared in the AI's answer
Google AI ModeAug 29, 2026, Google AI Mode Omni : Best for governed, semantic-layer-aware analytics and tenant-safe AI . It is built from the ground up for modern data stacks
ChatGPT SearchAug 9, 2026, ChatGPT Search I'd start with Omni Analytics if you're building a modern SaaS product.
- Push-down query optimizationBusiness Intelligence & Analytics Software2%Rank #37
- Mentioned in
- Our text-to-SQL generation fails on complex table joins. Who specializes in semantic layers for enterprise databases?on this question9%
Excerpts where Omni appeared in the AI's answer
Google AI ModeSep 7, 2026, Google AI Mode Omni: A modern BI and analytics platform built natively with an integrated semantic layer.
Google AI ModeAug 26, 2026, Google AI Mode Omni : Offers a modern business intelligence platform built around a centralized data model with an Omni AI context layer
- My goal is to manage our data models as code. What's the best semantic layer or metrics store for a growing data team?on this question5%
Excerpts where Omni appeared in the AI's answer
Google AI ModeJul 6, 2026, Google AI Mode Omni: Ranked as a top choice for teams needing a semantic layer that bridges BI
- Which marketing dashboard platforms connect to data warehouses for near real-time ROAS and attribution reporting?on this question9%
Excerpts where Omni appeared in the AI's answer
Google AI ModeSep 8, 2026, Google AI Mode Omni: A modern, warehouse-native BI tool with robust modeling capabilities.
How AI describes Omni
Common descriptions
excellent · strong · modern bi platform · centralized semantic layer · powerful semantic layer
Tone of AI’s statements about Omni
- Positive61%
- Neutral36%
- Mixed1%
- Negative1%
Question: Which embedded analytics platforms support row-level security and tenant-specific theming without duplicating dashboard definitions?
ChatGPT SearchSep 28, 2026
Omni — shared semantic model with tenant-specific access filters and white-label/CSS theming; particularly designed around embedded SaaS.
ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)
Question: Best BI that balances speed, governance, and self-serve?
Google AI ModeSep 20, 2026
Omni - The Balance: A rising modern contender specifically engineered to bridge Looker-style data modeling
Google AI ModeJul 14, 2026
Omni is widely regarded as offering the best balance, particularly for modern data stacks.
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Where AI mentions Omni
Position in answers
- Named first11%
- 2nd or 3rd17%
- Later71%
Each engine’s share of its own answers across Omni’s markets · since Jul 5
- ChatGPT Search<1%
- Google AI Mode<1%
Other brands in Business Intelligence & Analytics Software
Rank
Sources AI cites
getomni.co 0%Other sites 100%
- 55%
- Semantic Layer for AI and BI (2026): Why It Matters, How to Choose, and How to Implement It - Omni Analytics · 10% (opens in a new tab)
- Best BI Tools (2026): Semantic Layer, AI, Self-Serve, & Embedded Analytics Evaluated - Omni Analytics · 8% (opens in a new tab)
- Why text-to-SQL fails - Omni Analytics · 8% (opens in a new tab)
- Best Embedded Analytics Platforms (2026): Comparison, Pricing, and Buyer's Guide - Omni Analytics · 6% (opens in a new tab)
- Best BI Tools for Data Visualization (2026): Governed Charts, Custom Viz, and AI Dashboard Builders - Omni Analytics · 4% (opens in a new tab)
- Best BI Tools for Snowflake Teams (2026) - Omni Analytics · 4% (opens in a new tab)
- Best Business Analytics Tools for Self-Service (2026) - Omni Analytics · 4% (opens in a new tab)
- Best Conversational Analytics Tools (2026) - Omni Analytics · 4% (opens in a new tab)
- AI-Powered BI Tools (2026): What’s Real, What’s Hype, and How to Choose - Omni Analytics · 2% (opens in a new tab)
- Row-Level Security for Embedded Analytics and BI (2026) - Omni Analytics · 2% (opens in a new tab)
The page AI cites most for Omni
Check it mentions Omni and gets the details right.
