# Apache Unomi: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/apache-unomi

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 51 | 0% | 2 |

## What the models said for it

- "100% Free (Open Source software). Best for: Enterprises or technical teams needing a dedicated, privacy-compliant CDP engine" (Gemini 3.5 Flash, DMP)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Apache Unomi, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- albato.com: 1
- brainforge.ai: 1
- cdp.com: 1
- cloudtalk.io: 1
- coffee.ai: 1
- costbench.com: 1
- domo.com: 1
- dupple.com: 1
- g2.com: 1
- insiderone.com: 1

### Pages cited

- https://albato.com/blog/publications/best-customer-data-platform-software: 1
- https://brainforge.ai/resources/how-to-find-an-affordable-customer-data-platform-for-your-small-business: 1
- https://cdp.com/articles/cdp-alternatives: 1
- https://cdp.com/glossary/data-management-platform-dmp-vendors: 1
- https://cloudtalk.io/blog/best-customer-data-platform: 1
- https://coffee.ai/articles/affordable-cdp-small-businesses-us: 1
- https://coffee.ai/articles/best-customer-data-platforms-2026: 1
- https://costbench.com/software/customer-data-platform/compare-all: 1

## In its own words

What Apache Unomi's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The Open Source Customer Data Platform (https://unomi.apache.org/)
- For: business users, developers and architects (https://unomi.apache.org/)

## What it publishes

Every page unomi.apache.org exposes, read 2026-10-05: 14 addresses. By kind, pages and the last 90 days:


## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.