# OpSec: 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/opsec

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Brand protection platforms](https://www.gane.ai/index/gtm/marketing/brand-protection/index.md) | 0% | 55 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 OpSec, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- bitsight.com: 2
- bolster.ai: 2
- foresiet.com: 2
- marqvision.com: 2
- netcraft.com: 2
- reddit.com: 2
- redpoints.com: 2
- aws.amazon.com: 1
- axencis.com: 1
- brandshield.com: 1

### Pages cited

- https://bitsight.com/guides/best-brand-protection-impersonation-monitoring-platforms: 2
- https://foresiet.com/resources/knowledge-hub/best-brand-protection-platforms: 2
- https://marqvision.com/blog/online-brand-protection-software-comparison: 2
- https://netcraft.com/blog/6-best-brand-protection-platforms-for-defending-your-company-s-online-reputation: 2
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-i5lv242xkd6no: 1
- https://axencis.com/blog/brand-protection-software-comparison: 1
- https://bolster.ai/blog/best-brand-protection-platforms: 1
- https://bolster.ai/blog/best-brand-protection-startups: 1

## 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.