# Mandiant Attack Surface Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/mandiant-attack-surface-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 114 | 57% | 7 |

## What the models said for it

- "delivers particular value for organizations that want ASM capabilities combined with deep threat intelligence context" (MiniMax M2.5, ASM)

## And against it

- "Avoid pure enterprise tools like Mandiant if your team is small." (Grok 4.20, ASM)
- "often assume six-figure budgets and dedicated teams to manage them" (Kimi K2, ASM)
- "Enterprises seeking threat-intelligence-driven exposure management" (GLM 4.7 FlashX, ASM)
- "Mandiant is strong in threat intel but can be rigid/expensive." (Grok 4.20, ASM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 2 | 2 |
| 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 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Mandiant Attack Surface Management, from 20 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- cyble.com: 8
- upguard.com: 8
- cybersectools.com: 7
- cycognito.com: 6
- securityboulevard.com: 6
- gane.ai/index: 5
- offensive360.com: 5
- attaxion.com: 4
- checkpoint.com: 4

### Pages cited

- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 8
- https://cybersectools.com/resources/shortlists/best-attack-surface-tools: 7
- https://upguard.com/blog/attack-surface-management-vendors-compared: 7
- https://offensive360.com/blog/best-attack-surface-management-tools: 5
- https://checkpoint.com/cyber-hub/tools-vendors/best-attack-surface-management-platforms-2026: 4
- https://cycognito.com/blog/how-to-budget-for-easm: 4
- https://esecurityplanet.com/networks/attack-surface-management-tools: 4
- https://www.gane.ai/index/it/security/attack-surface-management/smb: 4

## What it publishes

Every page mandiant.com exposes, read 2026-09-29: 7 addresses. By kind, pages and the last 90 days:

- conference or event: 1 pages, 0 in the last 90 days, latest undated

## 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.