# ReliaQuest Digital Shadows: 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/it/vendors/reliaquest-digital-shadows

## 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% | 37 | 0% | 2 |

## What the models said for it

- "Best when DRP must feed a mature threat-intelligence or SOC program." (Perplexity Sonar, 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ReliaQuest Digital Shadows, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- cloudsek.com: 3
- guideflow.com: 3
- netcraft.com: 3
- comparitech.com: 2
- cybersectools.com: 2
- expertinsights.com: 2
- g2.com: 2
- upguard.com: 2
- breachsense.com: 1
- cybersecuritynews.com: 1

### Pages cited

- https://cloudsek.com/knowledge-base/best-digital-risk-protection-platforms: 3
- https://guideflow.com/blog/digital-risk-protection-software: 3
- https://netcraft.com/blog/best-digital-risk-protection-providers: 3
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 2
- https://cybersectools.com/resources/shortlists/best-drp-tools: 2
- https://expertinsights.com/security-operations/top-digital-risk-protection-solutions: 2
- https://g2.com/categories/digital-risk-protection-drp-platforms/enterprise: 2
- https://upguard.com/blog/best-digital-risk-protection-drp-software-platforms-and-solutions: 2

## What it publishes

Every page reliaquest.com exposes, read 2026-09-29: 1504 addresses. By kind, pages and the last 90 days:

- blog: 628 pages, 6 in the last 90 days, latest 2026-09-23
- case study: 45 pages, 0 in the last 90 days, latest 2026-05-06
- webinar or virtual event: 28 pages, 17 in the last 90 days, latest 2026-10-27
- conference or event: 7 pages, 1 in the last 90 days, latest 2026-07-15
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 31 pages, 1 in the last 90 days, latest 2026-07-22
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-02-24
- glossary or explainer: 34 pages, 2 in the last 90 days, latest 2026-07-22
- podcast or video: 343 pages, 7 in the last 90 days, latest 2026-09-23
- news or press: 88 pages, 0 in the last 90 days, latest 2025-07-29
- Recent: 2026-10-27 webinar or virtual event: The healthcare blind spot how agentic ai finds signal in clinical noise https://reliaquest.com/webinar/the-healthcare-blind-spot-how-agentic-ai-finds-signal-in-clinical-noise
- Recent: 2026-10-08 webinar or virtual event: Seeing the agents five steps to governing claude code and claude in the enterprise https://reliaquest.com/webinar/seeing-the-agents-five-steps-to-governing-claude-code-and-claude-in-the-enterprise
- Recent: 2026-09-30 webinar or virtual event: Agentic red teaming closing the gap between engagements https://reliaquest.com/webinar/agentic-red-teaming-closing-the-gap-between-engagements
- Recent: 2026-09-24 webinar or virtual event: An early look at the future of greymatter https://reliaquest.com/webinar/an-early-look-at-the-future-of-greymatter
- Recent: 2026-09-23 blog: Beyond point in time testing 5 use cases for agentic red teaming https://reliaquest.com/blog/beyond-point-in-time-testing-5-use-cases-for-agentic-red-teaming
- Recent: 2026-09-23 podcast or video: Fake ndas real money inside the m and a social engineering playbook https://reliaquest.com/resources/podcasts/fake-ndas-real-money-inside-the-m-and-a-social-engineering-playbook

## 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.