# PPC Protect: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/ppc-protect

## 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% | 21 | 29% | 7 |

## What the models said for it

- "Look for enterprise-grade security tools (like CHEQ/PPC Protect or Fraudlogix) that focus on bot detection via behavioral analysis, server-side tracking, and invalid placement exclusions" (Gemini 3.5 Flash, Click fraud protection)
- "Best for: Multi-platform protection (Google, Bing, Facebook, LinkedIn, TikTok)" (DeepSeek V4 Flash, Click fraud protection)
- "## When to Consider PPC Protect:" (Kimi K2, Click fraud protection)

## And against it

- "When to avoid: High-volume Google Ads users or those on search/display networks with bot-heavy traffic." (Grok 4.20, Click fraud protection)
- "Tools That Rely Primarily on IP Blocking (Use Caution With All)" (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 | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named PPC Protect, from 12 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- clickcease.com: 8
- capterra.com: 7
- softwareadvice.com: 7
- softwareadvice.co.uk: 6
- spotsaas.com: 6
- clickguard.com: 5
- g2.com: 5
- getapp.com: 5
- lunio.ai: 4
- sourceforge.net: 4

### Pages cited

- https://softwareadvice.co.uk/directory/4263/click-fraud/software: 6
- https://capterra.com/click-fraud-software: 5
- https://clickcease.com/: 4
- https://clickcease.com/blog/clickcease-vs-competitors-2026: 4
- https://thecmo.com/tools/best-click-fraud-software: 4
- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 3
- https://reddit.com/r/PPC/comments/y18ewm/is_click_fraud_prevention_worth_it: 3
- https://softwareadvice.com/click-fraud: 3

## 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.