# Seraphic: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise browsers](https://www.gane.ai/index/it/security/enterprise-browsers/index.md) | 0% | 20 | 0% | 4 |

## What the models said for it

- "Layered solutions like Netskope or Seraphic, which add enterprise controls to existing browsers" (Mistral Small, Enterprise browsers)
- "CrowdStrike Falcon Seraphic covers Chrome, Edge, Safari, and Firefox without switching browsers" (Claude Haiku 4.5, Enterprise browsers)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Seraphic, from 16 of the 17 answers that named it (only the models that return a source list).

### Domains cited

- gbhackers.com: 9
- pushsecurity.com: 9
- akamai.com: 7
- selecthub.com: 7
- expertinsights.com: 6
- startupstash.com: 6
- cyberpress.org: 5
- island.io: 5
- paloaltonetworks.com: 5
- sourceforge.net: 5

### Pages cited

- https://gbhackers.com/best-enterprise-browsers-compared: 9
- https://pushsecurity.com/blog/ranking-the-best-enterprise-browsers: 8
- https://startupstash.com/top-secure-enterprise-browsers: 6
- https://akamai.com/resources/white-paper/best-enterprise-browser-platforms: 5
- https://cyberpress.org/enterprise-browsers-by-business-size-2: 5
- https://sourceforge.net/software/compare/Island-vs-Talon-Enterprise-Browser: 5
- https://csoonline.com/article/573875/secure-web-browsers-for-the-enterprise-compared-how-to-pick-the-right-one.html: 4
- https://cybersecuritynews.com/best-enterprise-browsers: 4

## In its own words

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

- Positioning: Secure work and access in any browser (https://seraphicsecurity.com/)
- For: the modern workforce (https://seraphicsecurity.com/)
- Free plan or trial: Try CrowdStrike free for 15 days (https://seraphicsecurity.com/)

## What it publishes

Every page seraphicsecurity.com exposes, read 2026-10-05: 10284 addresses. By kind, pages and the last 90 days:

- blog: 2106 pages, 0 in the last 90 days, latest 2026-04-29
- case study: 308 pages, 9 in the last 90 days, latest 2026-09-23
- webinar or virtual event: 19 pages, 0 in the last 90 days, latest 2025-07-28
- conference or event: 112 pages, 0 in the last 90 days, latest undated
- report or ebook: 315 pages, 0 in the last 90 days, latest 2026-06-01
- comparison: 155 pages, 0 in the last 90 days, latest 2025-11-11
- template or tool: 6 pages, 0 in the last 90 days, latest 2026-03-05
- glossary or explainer: 54 pages, 0 in the last 90 days, latest 2025-08-28
- podcast or video: 87 pages, 0 in the last 90 days, latest 2026-02-27
- news or press: 292 pages, 0 in the last 90 days, latest 2025-12-01
- Recent: 2026-09-23 case study: Solarig https://www.crowdstrike.com/en-us/resources/customer-stories/solarig
- Recent: 2026-09-16 case study: Efg holding https://www.crowdstrike.com/en-us/resources/customer-stories/efg-holding
- Recent: 2026-09-08 case study: Taxslayer https://www.crowdstrike.com/en-us/resources/customer-stories/taxslayer
- Recent: 2026-09-08 case study: Seedco https://www.crowdstrike.com/en-us/resources/customer-stories/seedco
- Recent: 2026-08-16 case study: Fortune 200 E-Commerce Leader Customer Story | CrowdStrike https://www.crowdstrike.com/en-us/resources/customer-stories/fortune-200-ecommerce-leader
- Recent: 2026-08-13 case study: Cullinan holdings https://www.crowdstrike.com/en-us/resources/customer-stories/cullinan-holdings

## 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.