Embedded analytics · Named, not rankedOmni
Omni is a warehouse-native business intelligence tool for building dashboards and visualizing data · omni.co ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Omni has 8.
Why models recommend it
“Best overall for governed embedded analytics and semantic-layer-aware AI: Omni”Muse Glimmer 30B · Direct question · alternative
“Choose Omni instead if your priority is a shared semantic layer”Perplexity Sonar · Direct question · alternative
“Omni is the best white-label embedded analytics platform in 2026.”Claude Haiku 4.5 · Direct question · alternative
“C. Omni (Best for Governed Data & AI Capabilities)”Gemini 3.5 Flash · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Omni, over the 16 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 3 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 2 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Omni's own site, not checked by Gane.
- For
- Data teams
- Free plan or trial
- Free Trial
- Customers named
- Cribl, Photoroom, BambooHR, SWBC, Ordermentum, Trint, Zapnito
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 16 of the 16 answers that named Omni and are not a share of its labels.
Domains cited
Fifty-two of the sixty-eight domain citations in answers naming Omni came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 181 | 26 | 2026-09-28 | ||
| Report or ebook | 53 | undated | |||
| Case study | 28 | 3 | 2026-09-09 | ||
| Conference or event | 23 | 0 | 2025-06-18 | ||
| Comparison | 16 | 3 | 2026-08-21 | ||
| News or press | 9 | 0 | 2026-04-23 | ||
| Glossary or explainer | 3 | 0 | 2024-06-11 | ||
| Template or tool | 1 | undated | |||
| Podcast or video | 1 | 0 | 2022-04-05 |
Most recent
- 2026-09-28Why the best dashboard might be no dashboard at all blog
- 2026-09-25Best semantic layer for ai and bi 2026 blog
- 2026-09-25Best embedded analytics tools 2026 blog
- 2026-09-25Best bi tools for dbt teams governed semantic layer ai queries and embedded analytics 2026 blog
- 2026-09-24Toward an ai harness that carries its own weight blog
- 2026-09-23Bringing jev into omni blog
How it is countedHide how it is counted
Every page omni.co exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.