# Digital Shadows: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/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% | 31 | 17% | 6 |

## What the models said for it

- "Strong international coverage and a well-established search and intelligence platform" (DeepSeek V4 Flash, DRP)
- "Digital Shadows (ReliaQuest) | Comprehensive DRP with strong dark web intel" (DeepSeek V4 Flash, DRP)

## And against it

- "Tailored to your specific risk profile, but tends toward enterprise pricing" (DeepSeek V4 Flash, 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| 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 Digital Shadows, from 12 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- netcraft.com: 9
- g2.com: 8
- peerspot.com: 7
- sourceforge.net: 7
- breachsense.com: 6
- cloudsek.com: 6
- expertinsights.com: 6
- upguard.com: 6
- comparitech.com: 5
- guideflow.com: 5

### Pages cited

- https://netcraft.com/blog/best-digital-risk-protection-providers: 8
- https://cloudsek.com/knowledge-base/best-digital-risk-protection-platforms: 6
- https://breachsense.com/blog/best-digital-risk-protection-platforms: 5
- https://expertinsights.com/security-operations/top-digital-risk-protection-solutions: 5
- https://guideflow.com/blog/digital-risk-protection-software: 5
- https://peerspot.com/categories/digital-risk-protection: 5
- https://comparitech.com/net-admin/best-digital-risk-protection-platforms: 4
- https://cybersectools.com/resources/shortlists/best-drp-tools: 4

## In its own words

What Digital Shadows's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.


## What it publishes

Every page digit.fyi exposes, read 2026-09-29: 27704 addresses. By kind, pages and the last 90 days:

- blog: 10849 pages, 7 in the last 90 days, latest 2026-09-28
- webinar or virtual event: 49 pages, 0 in the last 90 days, latest 2026-02-19
- conference or event: 239 pages, 6 in the last 90 days, latest 2026-09-25
- report or ebook: 176 pages, 0 in the last 90 days, latest 2026-04-08
- comparison: 8 pages, 0 in the last 90 days, latest 2025-11-12
- glossary or explainer: 6 pages, 0 in the last 90 days, latest 2023-12-05
- podcast or video: 2 pages, 0 in the last 90 days, latest 2019-09-03
- news or press: 3 pages, 0 in the last 90 days, latest 2026-01-14
- Recent: 2026-09-28 blog: Despite ai hype traditional identity fraud prevails https://www.digit.fyi/despite-ai-hype-traditional-identity-fraud-prevails/
- Recent: 2026-09-28 blog: Salesforce agentforce bugs exposed wider ai agent risk research finds https://www.digit.fyi/salesforce-agentforce-bugs-exposed-wider-ai-agent-risk-research-finds/
- Recent: 2026-09-28 blog: Proposed police scotland cyber centre raises duplication questions https://www.digit.fyi/proposed-police-scotland-cyber-centre-raises-duplication-questions/
- Recent: 2026-09-28 blog: Microsoft nbcuniversal and admiral group experts set for cymrusec 2026 https://www.digit.fyi/microsoft-nbcuniversal-and-admiral-group-experts-set-for-cymrusec-2026/
- Recent: 2026-09-25 conference or event: Digit expo 2026 speakers announced https://www.digit.fyi/digit-expo-2026-speakers-announced/
- Recent: 2026-09-24 blog: Open ai agent breach https://www.digit.fyi/open-ai-agent-breach/

## 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.