Omni Analytics
Reviews
Star rating
Rank in Semantic Layer Tools
Pros and cons
Pros
- Ease of Use
- Customer Support
- Innovation
- Easy Integrations
- Integrations
- Data Visualization
Cons
- Missing Features
- Learning Curve
- Limited Features
- Complex Data Modeling
- Limited Customization
- Difficult Setup
Traffic & LLM citations
Source: G2 review data
Winning from
Losing to
Key stats
Adoption by company size
| Segment | Share of reviews |
|---|---|
| Small Business | 42.9% |
| Mid-Market | 45.7% |
| Enterprise | 11.4% |
Quarterly history
| Quarter | Reviews | Star rating |
|---|---|---|
| 2025 Q2 | 12 | 4.5 |
| 2025 Q3 | 12 | 4.9 |
| 2025 Q4 | 2 | 4.0 |
| 2026 Q1 | 1 | 4.5 |
| 2026 Q2 | 3 | 4.7 |
Satisfaction ratings
What reviewers say
Extremely Powerful Analytics Tool with Standout AI Innovation
“It's an extremely powerful analytical tool, with a lot of depth and amazing features. Their AI features and innovation speed are extra important to us.”
Incredible Semantic Layer and Blobby AI for Fast, Flexible Analysis
“The semantic layer is incredible. It gives us flexibility and a real sense of ownership while still maintaining strong governance. Blobby AI is also amazing, helping users quickly get to the visualizations and analysis they need.”
Unmatched Dashboard Speed and Powerful AI Self-Serve with Blobby
“The speed of building is unmatched, I can go from a raw question to a fully functional dashboard in minutes, not days. The workbook-to-dashboard flow is intuitive, and the semantic layer means once a metric is defined, it's reusable everywhere without rewriting logic. The stando”