# Identity Matrix: 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/identity-matrix

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 38 | 0% | 2 |

## What the models said for it

- "Need a no-code, low-cost SaaS for website visitor ID → FullContact or Identity Matrix ~$149/mo." (Muse Glimmer 30B, Identity)
- "B2B lead gen focus | Prospeo or Identity Matrix ($149/mo)" (Kimi K2, Identity)

## 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 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named Identity Matrix, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- slashdot.org: 9
- prospeo.io: 6
- sourceforge.net: 6
- softwaresuggest.com: 5
- topbusinesssoftware.com: 5
- acxiom.com: 4
- gane.ai/index: 4
- trustradius.com: 4
- socialatoz.com: 3

### Pages cited

- https://slashdot.org/software/identity-resolution/f-small-business: 9
- https://g2.com/categories/identity-resolution/small-business: 8
- https://prospeo.io/s/identity-resolution-software: 5
- https://softwaresuggest.com/identity-resolution-software: 5
- https://topbusinesssoftware.com/categories/identity-resolution: 5
- https://acxiom.com/wp-content/uploads/2025/08/martech-intelligence-report-identity-resolution-platforms.pdf: 4
- https://www.gane.ai/index/gtm/gtm-data/identity-resolution/smb: 4
- https://g2.com/categories/identity-resolution: 3

## What it publishes

Every page identity.org exposes, read 2026-09-29: 234 addresses. By kind, pages and the last 90 days:

- blog: 130 pages, 0 in the last 90 days, latest 2026-05-26
- conference or event: 4 pages, 2 in the last 90 days, latest 2026-10-07
- comparison: 6 pages, 0 in the last 90 days, latest 2025-12-16
- glossary or explainer: 62 pages, 0 in the last 90 days, latest 2026-05-20
- Recent: 2026-10-07 conference or event: World summit ai https://www.identity.org/event/world-summit-ai/
- Recent: 2026-10-07 conference or event: List https://www.identity.org/events/list/
- Recent: 2026-05-26 blog: Why ai deepfakes are the next nil battle in sports https://www.identity.org/why-ai-deepfakes-are-the-next-nil-battle-in-sports
- Recent: 2026-05-20 glossary or explainer: What is digital likeness https://www.identity.org/what-is-digital-likeness
- Recent: 2026-05-14 blog: Ai generated fake ids https://www.identity.org/ai-generated-fake-ids
- Recent: 2026-05-06 blog: Youtube signals a shift in how platforms handle likeness https://www.identity.org/youtube-signals-a-shift-in-how-platforms-handle-likeness

## 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.