Fraud Blocker vs ClickPatrol
Zero of fourteen models named Fraud Blocker first on the direct prompt; zero named ClickPatrol. Fraud Blocker was named by fourteen of the fourteen models and ClickPatrol by twelve and Fraud Blocker carries 34 labels and ClickPatrol 22, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the click fraud protection page.
By framing
Fraud BlockerFirst choices, of fourteen modelsClickPatrol
Across every category in the October 2026 Edition, Fraud Blocker and ClickPatrol were named in the same answer thirty-two times, of the 92 answers naming Fraud Blocker and the 55 naming ClickPatrol. In those answers ClickPatrol took the first choice four times and Fraud Blocker four.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | |
Fraud Blocker ClickPatrol first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fraud Blocker on the left and ClickPatrol on the right.The direct prompt
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Fraud Blocker6%#3 of 10ClickPatrol6%#4 of 10Fraud Blocker8%#3 of 9ClickPatrol4%#6 of 9Fraud Blocker4%#5 of 12ClickPatrol0%#10 of 12What the models said about Fraud Blocker
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“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 ClickPatrol
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Aggressive blocking requires careful tuning to avoid false positives.” DeepSeek V4 Flash · negative prompt · soft negative
“Fraud Blocker and ClickPatrol stand out as top choices for small businesses with limited budgets” Mistral Small · budget prompt · first choice
“For most advertisers, ClickCease, Lunio, and ClickPatrol are top contenders” Mistral Small · comparative prompt · first choice
“Recommended: ClickPatrol ... stands out as the best overall value” DeepSeek V4 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.