# Reflectiz: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/reflectiz

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Client-side protection](https://www.gane.ai/index/it/security/client-side-protection/index.md) | 10% | 4 | 31% | 32 |

## What the models said for it

- "Reflectiz ⭐ (Highest Rated: 4.9/5 on G2) ... Fastest deployment, zero code changes | Reflectiz" (Kimi K2, Client-side protection)
- "For most mid-market B2B companies, I recommend Feroot Security or Reflectiz" (Kimi K2, Client-side protection)
- "For a mid-sized B2B company, I'd recommend starting with Reflectiz" (Kimi K2, Client-side protection)
- "Best Overall for Low Overhead & Ease of Use: Reflectiz" (Gemini 3.5 Flash, Client-side protection)

## And against it

- "Client-side monitoring, sandboxing, or behavioral detection tools (e.g., those from Reflectiz, Feroot, Human Security, Imperva Client-Side Protection, Source Defense) ... ineffective against sophisticated attacks" (Grok 4.20, Client-side protection)
- ""such as JavaScript sandboxing agents (e.g., from vendors like JScrambler, SourceDefense/Reflectiz, Human Security)" ... 7 of 14 models · 3 hard negative" (Muse Glimmer 30B, Client-side protection)
- "Reflectiz (in some implementations) ... have been criticized because: They run inside the customer's browser, which means they can be bypassed" (Kimi K2, Client-side protection)
- "such as those from vendors like JScrambler, SourceDefense, Reflectiz, and Human Security) are often criticized" (Mistral Small, Client-side protection)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Reflectiz, from 92 of the 93 answers that named it (only the models that return a source list).

### Domains cited

- cside.com: 62
- gane.ai/index: 61
- g2.com: 52
- reflectiz.com: 37 (its own site)
- guideflow.com: 34
- feroot.com: 30
- sourceforge.net: 30
- topbusinesssoftware.com: 26
- akamai.com: 25
- startupstash.com: 25

### Pages cited

- https://g2.com/categories/client-side-protection: 39
- https://cside.com/blog/top-client-side-security-tools-full-guide: 36
- https://www.gane.ai/index/it/security/client-side-protection/smb: 32
- https://guideflow.com/blog/client-side-protection: 32
- https://cside.com/compare: 25
- https://startupstash.com/top-client-side-protection-tools: 25
- https://www.gane.ai/index/it/security/client-side-protection: 24
- https://www.gane.ai/index/it/security/client-side-protection/enterprise: 22

## In its own words

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

- Positioning: the AI-powered web exposure management platform (https://reflectiz.com/)
- For: Security, Privacy, Marketing, Digital and Compliance teams (https://reflectiz.com/)
- Free plan or trial: Try for free (https://reflectiz.com/)
- Certifications: ISO 27001
- Customers named: Cox Communications, Leeds United, Village Roadshow, DAZN, Apexx Global, Castore, Broadway Gaming, lastminute.com

## What it publishes

Every page reflectiz.com exposes, read 2026-09-29: 531 addresses. By kind, pages and the last 90 days:

- blog: 278 pages, 24 in the last 90 days, latest 2026-09-28
- case study: 27 pages, 4 in the last 90 days, latest 2026-09-23
- webinar or virtual event: 25 pages, 4 in the last 90 days, latest 2026-07-30
- conference or event: 28 pages, 5 in the last 90 days, latest 2026-09-15
- report or ebook: 4 pages, 0 in the last 90 days, latest 2026-06-13
- comparison: 16 pages, 1 in the last 90 days, latest 2026-09-14
- template or tool: 4 pages, 0 in the last 90 days, latest 2023-09-06
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2023-01-16
- Recent: 2026-09-28 blog: Most secure browsers https://www.reflectiz.com/blog/most-secure-browsers
- Recent: 2026-09-23 case study: Uk travel technology pci case study https://www.reflectiz.com/customers/uk-travel-technology-pci-case-study
- Recent: 2026-09-22 blog: Magento stylesmuggler cve 2026 75650 https://www.reflectiz.com/blog/magento-stylesmuggler-cve-2026-75650
- Recent: 2026-09-16 case study: Founders case study webinar https://www.reflectiz.com/learning-hub/founders-case-study-webinar
- Recent: 2026-09-15 conference or event: Owasp appsec israel 2026 https://www.reflectiz.com/events/owasp-appsec-israel-2026
- Recent: 2026-09-14 comparison: Reflectiz vs horizon3 https://www.reflectiz.com/reflectiz-vs-horizon3

## 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.