# Fraud Blocker vs TrafficGuard: which do AI models recommend for click fraud protection, October 2026

GTM AI Recommendation Index, October 2026 Edition, Click fraud protection. Zero of fourteen models named Fraud Blocker first on the direct prompt; zero named TrafficGuard. Page: https://gtm-ai-index.com/marketing/click-fraud-protection/fraud-blocker-vs-trafficguard/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Fraud Blocker | 8% | #3 of 9 | 9% | 34 | 14 of 14 |
| TrafficGuard | 2% | #7 of 9 | 3% | 30 | 13 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: Lunio) (alternatives: ClickCease, ClickGUARD, TrafficGuard)
- Gemini 3.5 Flash: neither first, one named (first choices: Lunio) (alternatives: Fraud Blocker, TrafficGuard)
- Perplexity Sonar: neither first, one named (first choices: Lunio) (alternatives: ClickCease, ClickGUARD, TrafficGuard)
- Mistral Small: neither first, one named (first choices: ClickCease) (alternatives: Fraud Blocker, Spider AF)
- DeepSeek V4 Flash: neither first, one named (first choices: ClickCease) (alternatives: ClickGUARD, Lunio, TrafficGuard)
- Llama 4 Maverick: neither first, one named (first choices: ClickCease) (alternatives: Fraud Blocker)
- Kimi K2: neither first, one named (first choices: ClickCease) (alternatives: ClickGuardian, TrafficGuard)
- GLM 4.7 FlashX: neither first, one named (first choices: ClickCease) (alternatives: ClickGUARD, ClickPatrol, TrafficGuard)
- Muse Glimmer 30B: neither first, one named (first choices: ClickCease) (alternatives: Clixtell, Lunio, TrafficGuard)
- GPT-5.4 mini: neither named (first choices: ClickCease) (alternatives: Lunio)
- Grok 4.1 Fast: neither named (first choices: ClickCease) (alternatives: ClickGUARD, Lunio)
- Qwen 3.7 Flash: neither named (first choices: Lunio) (alternatives: ClickCease, ClickGUARD)
- MiniMax M2.5: neither named (first choices: AdWatcher, ClickCease) (alternatives: ClickPatrol)
- GPT-6 Luna: neither named (first choices: ClickCease) (alternatives: Lunio)

## What the models said about Fraud Blocker

- "Fraud Blocker lacks Microsoft Ads coverage; watch for channel gaps matching your needs" (Grok 4.1 Fast, negative prompt, soft negative)
- "Worth comparing on price, but less consistently recommended" (Perplexity Sonar, budget prompt, soft negative)
- "Microsoft Ads important? | Avoid Fraud Blocker" (Kimi K2, direct prompt, soft negative)
- "Fraud Blocker and ClickPatrol stand out as top choices for small businesses with limited budgets" (Mistral Small, budget prompt, first choice)
- "The best click fraud protection tool for a company with a limited budget is Fraud Blocker." (Llama 4 Maverick, budget prompt, first choice)
- "or Fraud Blocker if you want more comprehensive features at a slightly higher cost" (Claude Haiku 4.5, budget prompt, first choice)

## What the models said about TrafficGuard

- "Requires careful baselines to avoid false positives during campaigns, has limited coverage detail for proxy and data-center traffic categories" (Claude Haiku 4.5, negative prompt, soft negative)
- "Go with [ClickFortify](https://clickfortify.com/) or [TrafficGuard's free tier](https://www.trafficguard.ai/)" (Gemini 3.5 Flash, budget prompt, first choice)
- "choose enterprise-grade, security-first platforms (like *Human Security*, *DataDome*, or *TrafficGuard*)" (Gemini 3.5 Flash, negative prompt, first choice)
- "Best for widest channel coverage: TrafficGuard protects Search, Performance Max, Social, Affiliate, and Mobile from one platform." (Muse Glimmer 30B, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.