# Brandefense: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/brandefense

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 0% | 103 | 33% | 3 |
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 0% | 45 | 0% | 1 |

## What the models said for it

- "Cyble, SOCRadar, or Brandefense for better sourcing and context" (Grok 4.20, Threat intel)

## And against it

- "often have limited reviews ... lack of long-term data means higher risk of unproven delivery" (Grok 4.20, DRP)

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 1 | 3 |
| 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 | 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 Brandefense, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- brandefense.io: 8 (its own site)
- netcraft.com: 5
- peerspot.com: 4
- digitalstakeout.com: 3
- g2.com: 3
- microsoft.com: 3
- scrutex.ai: 3
- sourceforge.net: 3
- zerofox.com: 3
- cloudsek.com: 2

### Pages cited

- https://brandefense.io/knowledge-hub/guides/digital-risk-protection-101: 4
- https://peerspot.com/categories/digital-risk-protection: 3
- https://scrutex.ai/blogs/the-drp-buyers-guide-for-security-leaders: 3
- https://brandefense.io/knowledge-hub/guides/how-to-choose-digital-risk-protection: 2
- https://brandefense.io/knowledge-hub/guides/threat-intelligence-evaluation-checklist: 2
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 2
- https://digitalstakeout.com/blog/drp-vendor-evaluation-checklist: 2
- https://gartner.com/reviews/market/cyberthreat-intelligence-technologies: 2

## Record

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