# Click Fraud Free: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/click-fraud-free

## 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% | 29 | 0% | 1 |

## What the models said for it

- "Try Click Fraud Free if you're just starting and need basic protection at no cost" (MiniMax M2.5, 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 | 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Click Fraud Free, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- capterra.co.uk: 2
- capterra.com: 2
- clickpatrol.com: 2
- softwareadvice.com: 2
- capterra.ca: 1
- clickcease.com: 1
- clickclickblock.com: 1
- clickfortify.com: 1
- clickfraudfree.com: 1
- clickguard.com: 1

### Pages cited

- https://capterra.co.uk/directory/31327/click-fraud/software: 2
- https://capterra.com/click-fraud-software: 2
- https://softwareadvice.com/click-fraud/small-business: 2
- https://capterra.ca/alternatives/175204/scroogefrog: 1
- https://capterra.co.uk/software/1029311/click-fraud-free: 1
- https://capterra.com/p/175204/ScroogeFrog: 1
- https://clickcease.com/blog/clickcease-vs-clickguard-2026: 1
- https://clickclickblock.com/blog/best-click-fraud-protection-tools: 1

## 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.