# ZeroFox: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 60 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/zerofox

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital risk protection](https://www.gane.ai/index/it/security/digital-risk-protection/index.md) | 18% | 2 | 30% | 60 |

## What the models said for it

- "Strong for brand and executive threat coverage across social media and external platforms, suitable for SMB through enterprise with modular options." (Mistral Small, DRP)
- "ZeroFox is widely recognized for its deep coverage across social media, mobile app stores, and digital channels." (Gemini 3.5 Flash, DRP)
- "Choose ZeroFox if impersonation, executive threats, social media, or brand abuse are priorities." (Perplexity Sonar, DRP)
- "The Best Overall: ZeroFox ... widely considered the market leader for Digital Risk Protection (DRP)" (GLM 4.7 FlashX, DRP)

## And against it

- "Avoid: Enterprise-only DRP tools (like ZeroFox or Recorded Future) unless you have a dedicated security budget of $100,000+ per year." (GLM 4.7 FlashX, DRP)
- "Avoid for Tight Budgets: Enterprise-heavy options like Recorded Future, ZeroFox, or Rapid7 often start at $20,000–$50,000+/year" (Grok 4.20, DRP)
- "ZeroFox - mentioned as having a high negative rate and being criticized for its focus on visibility rather than disruption." (Llama 4 Maverick, DRP)
- "What to Avoid - Recorded Future and ZeroFox are excellent but are built for enterprise budgets" (Kimi K2, DRP)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 2 | 0 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 2 | 1 | 1 | 5 |
| Perplexity Sonar | 1 | 1 | 0 | 2 | 4 |
| Grok 4.20 | 0 | 1 | 2 | 3 | 6 |
| Mistral Small | 1 | 0 | 2 | 2 | 5 |
| DeepSeek V4 Flash | 1 | 3 | 0 | 2 | 6 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 2 | 4 |
| Kimi K2 | 2 | 1 | 0 | 2 | 5 |
| GLM 4.7 FlashX | 2 | 1 | 1 | 1 | 5 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 1 | 1 | 3 |
| Muse Glimmer 30B | 1 | 1 | 1 | 1 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named ZeroFox, from 168 of the 179 answers that named it (only the models that return a source list).

### Domains cited

- netcraft.com: 80
- g2.com: 74
- cloudsek.com: 71
- comparitech.com: 66
- expertinsights.com: 61
- peerspot.com: 61
- zerofox.com: 60 (its own site)
- upguard.com: 57
- sourceforge.net: 45
- gane.ai/index: 44

### Pages cited

- https://cloudsek.com/knowledge-base/best-digital-risk-protection-platforms: 67
- https://netcraft.com/blog/best-digital-risk-protection-providers: 61
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 59
- https://expertinsights.com/security-operations/top-digital-risk-protection-solutions: 46
- https://peerspot.com/categories/digital-risk-protection: 45
- https://cybersectools.com/resources/shortlists/best-drp-tools: 36
- https://guideflow.com/blog/digital-risk-protection-software: 32
- https://g2.com/categories/digital-risk-protection-drp-platforms/enterprise: 28

## In its own words

What ZeroFox's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Digital Risk Protection platform built for enterprises (https://zerofox.com/)
- For: enterprises (https://zerofox.com/)
- Price stated: ZeroFox pricing scales to fit your organization’s needs. Find customized cybersecurity packages to safeguard your brand, domains, executives, and attack surface. (https://www.zerofox.com/pricing)

## What it publishes

Every page zerofox.com exposes, read 2026-09-29: 1469 addresses. By kind, pages and the last 90 days:

- blog: 642 pages, 14 in the last 90 days, latest 2026-09-23
- case study: 9 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 24 pages, 0 in the last 90 days, latest undated
- report or ebook: 78 pages, 0 in the last 90 days, latest undated
- comparison: 28 pages, 2 in the last 90 days, latest 2026-09-16
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 105 pages, 0 in the last 90 days, latest undated
- podcast or video: 13 pages, 0 in the last 90 days, latest undated
- news or press: 128 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 blog: Understanding verification checkmarks https://www.zerofox.com/blog/understanding-verification-checkmarks
- Recent: 2026-09-22 blog: Sandbox verdict https://www.zerofox.com/blog/sandbox-verdict
- Recent: 2026-09-16 comparison: Zerofox vs doppel comparing two approaches to takedown and disruption https://www.zerofox.com/blog/zerofox-vs-doppel-comparing-two-approaches-to-takedown-and-disruption
- Recent: 2026-09-11 comparison: Zerofox alternatives https://www.zerofox.com/blog/zerofox-alternatives
- Recent: 2026-09-10 blog: Brand monitoring and enforcement why ai alone isnt enough https://www.zerofox.com/blog/brand-monitoring-and-enforcement-why-ai-alone-isnt-enough
- Recent: 2026-09-08 blog: Interview with a phisher https://www.zerofox.com/blog/interview-with-a-phisher

## 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.