# LayerX: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 23 judge labels across 3 categories by 10 of 14 models. Page: https://www.gane.ai/index/it/vendors/layerx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise browsers](https://www.gane.ai/index/it/security/enterprise-browsers/index.md) | 2% | 7 | 24% | 21 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 150 | 0% | 1 |
| [Client-side protection](https://www.gane.ai/index/it/security/client-side-protection/index.md) | 0% | 78 | 0% | 1 |

## What the models said for it

- "I'd generally recommend LayerX if your priority is browser-layer protection across both managed and unmanaged devices" (GPT-5.4 mini, Enterprise browsers)
- "buy an enterprise browser extension (cheaper, faster) ... Get demos from Island, Prisma Access Browser, LayerX, and Chrome Enterprise Premium" (DeepSeek V4 Flash, Enterprise browsers)
- "Look at LayerX or Harmony Browse if you want to strengthen browser security without asking everyone to adopt a new browser." (GPT-6 Luna, Enterprise browsers)
- "evaluate whether an extension-based approach (like LayerX) or a browser security platform might be less disruptive" (DeepSeek V4 Flash, Enterprise browsers)

## And against it

- "Lighter weight, but they can't enforce the same deep controls as dedicated browsers on unmanaged devices. Less ideal for your use case." (DeepSeek V4 Flash, Enterprise browsers)
- "Paid secure browsers (e.g., Prisma Access, LayerX) ... are overkill and expensive for budget-conscious teams." (Grok 4.20, Enterprise browsers)
- "they may add more complexity/cost than mid-market teams want unless you're dealing with extreme risks" (Grok 4.20, Enterprise browsers)
- "Avoid: Unverified "Enterprise Security" Browser Extensions ... (e.g., LayerX, Push Security)" (Gemini 3.5 Flash, Enterprise browsers)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 2 | 2 | 5 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 3 | 2 | 2 | 7 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named LayerX, from 54 of the 56 answers that named it (only the models that return a source list).

### Domains cited

- akamai.com: 31
- g2.com: 22
- selecthub.com: 22
- chromeenterprise.google: 21
- paloaltonetworks.com: 18
- csoonline.com: 17
- geekflare.com: 17
- island.io: 17
- expertinsights.com: 16
- gbhackers.com: 16

### Pages cited

- https://geekflare.com/guides/best-enterprise-browsers: 17
- https://csoonline.com/article/573875/secure-web-browsers-for-the-enterprise-compared-how-to-pick-the-right-one.html: 16
- https://gbhackers.com/best-enterprise-browsers-compared: 16
- https://akamai.com/blog/security/2024/sep/enterprise-browser: 15
- https://guideflow.com/blog/secure-enterprise-browser: 14
- https://akamai.com/resources/white-paper/best-enterprise-browser-platforms: 13
- https://pushsecurity.com/blog/ranking-the-best-enterprise-browsers: 13
- https://selecthub.com/c/enterprise-browsers: 13

## In its own words

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

- Positioning: AI governance and interaction security for users and agents (https://layerxsecurity.com/)
- For: security teams (https://layerxsecurity.com/)
- Free plan or trial: Get a free demo (https://layerxsecurity.com/)
- Certifications: CIS Benchmarks
- Customers named: Dun & Bradstreet, KnowBe4, MediaTek, AGG LLP, Similarweb, WCF Insurance, Deloitte Brazil

## What it publishes

Every page layerxsecurity.com exposes, read 2026-10-05: 4039 addresses. By kind, pages and the last 90 days:

- blog: 1411 pages, 0 in the last 90 days, latest 2026-06-29
- case study: 307 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 42 pages, 0 in the last 90 days, latest undated
- conference or event: 40 pages, 0 in the last 90 days, latest 2026-03-15
- report or ebook: 197 pages, 0 in the last 90 days, latest 2026-05-26
- comparison: 36 pages, 0 in the last 90 days, latest 2026-03-25
- template or tool: 14 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 519 pages, 0 in the last 90 days, latest 2026-06-15
- podcast or video: 93 pages, 0 in the last 90 days, latest undated
- news or press: 363 pages, 0 in the last 90 days, latest 2026-07-05
- Recent: 2026-07-05 news or press: New bioshocking attack manipulates ai browser into data theft https://layerxsecurity.com/blog/newsroom_article/new-bioshocking-attack-manipulates-ai-browser-into-data-theft/
- Recent: 2026-06-29 blog: Bioshocking ai gaming the ai browser and escaping its guardrails https://layerxsecurity.com/blog/bioshocking-ai-gaming-the-ai-browser-and-escaping-its-guardrails/
- Recent: 2026-06-15 glossary or explainer: What is shadow ai https://layerxsecurity.com/generative-ai/what-is-shadow-ai/
- Recent: 2026-06-04 glossary or explainer: Mitre atlas https://layerxsecurity.com/learn/mitre-atlas/
- Recent: 2026-06-02 glossary or explainer: Browser agent security risk the layer no one is watching https://layerxsecurity.com/learn/browser-agent-security-risk-the-layer-no-one-is-watching/
- Recent: 2026-06-01 blog: Ai risk isnt distributed evenly neither should your security strategy be https://layerxsecurity.com/blog/ai-risk-isnt-distributed-evenly-neither-should-your-security-strategy-be/

## 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.