# ImmuniWeb Discovery: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/immuniweb-discovery

## 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% | 81 | 0% | 1 |
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 0% | 58 | 0% | 1 |

## What the models said for it

- "Lower-cost alternative: ImmuniWeb Discovery if your priority is monitoring your own internet-facing assets" (Perplexity Sonar, Threat intel)

## 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 | 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 ImmuniWeb Discovery, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- immuniweb.com: 3 (its own site)
- upguard.com: 2
- acecloudhosting.com: 1
- attacksurface.center: 1
- attaxion.com: 1
- circleid.com: 1
- cloudsek.com: 1
- csoonline.com: 1
- cyberpress.org: 1
- cyble.com: 1

### Pages cited

- https://acecloudhosting.com/blog/cloud-security-posture-management-guide: 1
- https://attacksurface.center/pricing: 1
- https://attaxion.com/top-external-attack-surface-management-vendors: 1
- https://circleid.com/posts/best-attack-surface-monitoring-tools: 1
- https://circleid.com/posts/detectify-vs-intruder-external-attack-surface-management-on-a-budget: 1
- https://cloudsek.com/knowledge-base/best-cyber-threat-intelligence-platform: 1
- https://csoonline.com/article/657138/how-to-choose-the-best-cloud-security-posture-management-tools.html: 1
- https://cyberpress.org/cspm-tools-by-business-size-2: 1

## In its own words

What ImmuniWeb Discovery's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Continuous Threat Exposure Management (CTEM) (https://immuniweb.com/)
- For: managed service providers (MSP) and value-added resellers (VAR) (https://www.immuniweb.com/partners)
- Certifications: CREST, ISO 9001, ISO 27001
- Customers named: Crédit Agricole next bank (Suisse) SA, eBay Classifieds Group, BDO, Haymarket Media, Inc., Swissquote Bank SA, University Hospitals of Geneva (HUG), Celgene, UNIRISC GROUP

## What it publishes

Every page immuniweb.com exposes, read 2026-09-29: 4080 addresses. By kind, pages and the last 90 days:

- blog: 283 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 71 pages, 0 in the last 90 days, latest undated
- conference or event: 76 pages, 0 in the last 90 days, latest undated
- report or ebook: 29 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 22 pages, 0 in the last 90 days, latest undated
- news or press: 127 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.