# HUMAN Security: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/human-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 0% | 25 | 25% | 4 |

## What the models said for it

- "considered more sophisticated and credible, using behavioral analysis rather than just IP blocking" (DeepSeek V4 Flash, Click fraud protection)
- "Enterprise-leaning but capable for larger mid-market operations." (Qwen 3.7 Flash, Click fraud protection)

## And against it

- "MRC IVT certified, programmatic/CTV, priced for $1M+ annual spend" (DeepSeek V4 Flash, Click fraud protection)

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 HUMAN Security, from 19 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- lunio.ai: 11
- trafficguard.ai: 10
- clickcease.com: 8
- clickfortify.com: 6
- geetest.com: 6
- guideflow.com: 6
- sourceforge.net: 6
- capterra.com: 5
- github.com: 5
- clickguardian.ai: 4

### Pages cited

- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 10
- https://lunio.ai/blog/the-9-best-click-fraud-detection-tools-ranked: 8
- https://guideflow.com/blog/best-click-fraud-software: 6
- https://trafficguard.ai/blog/best-click-fraud-protection-software-protect-your-ppc-campaigns: 6
- https://capterra.com/click-fraud-software: 4
- https://clickcease.com/: 4
- https://geetest.com/en/article/click-fraud-prevention-tools: 4
- https://softwareadvice.com/click-fraud: 4

## The company

Q140700188; https://www.humansecurity.com; United States. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: Cybersecurity company that safeguards enterprises and internet platforms from sophisticated bot attacks, fraud, and account abuse. (https://humansecurity.com/)
- For: enterprises and internet platforms (https://humansecurity.com/)
- Customers named: TripleLift, Venatus Media, Sweetwater, Samsonite, Priceline

## What it publishes

Every page humansecurity.com exposes, read 2026-09-29: 1534 addresses. By kind, pages and the last 90 days:

- conference or event: 19 pages, 0 in the last 90 days, latest 2025-11-01
- Recent: 2025-11-01 conference or event: 12 https://docs.humansecurity.com/applications/expo-sdk/changelog/2025/11/12

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.