Fraud Blocker vs ClickGuardian
Zero of fourteen models named Fraud Blocker first on the direct prompt; zero named ClickGuardian. Fraud Blocker was named by thirteen of the fourteen models and ClickGuardian by nine and Fraud Blocker carries 30 labels and ClickGuardian 10, 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 modelsClickGuardian
Across every category in the November 2026 Edition, Fraud Blocker and ClickGuardian were named in the same answer twenty-one times, of the 74 answers naming Fraud Blocker and the 38 naming ClickGuardian. In those answers ClickGuardian took the first choice four times and Fraud Blocker three.
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 4.20 | | | | |||
| 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 ClickGuardian first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fraud Blocker on the left and ClickGuardian on the right.The direct prompt
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
12 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
ClickGuardian4%#6 of 10Fraud Blocker2%#9 of 10Fraud Blocker6%#5 of 10ClickGuardian4%#7 of 10Fraud Blocker5%#6 of 13ClickGuardian2%#– of 13What 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.
“While budget-friendly, it has received mixed reviews, with a rating of only 2.5/5, suggesting it may not be as reliable as other options.” Mistral Small · negative prompt · soft negative
“Fraud Blocker and Clixtell rely mainly on IP exclusions and click-frequency rules, which may be limiting for complex fraud patterns.” Claude Haiku 4.5 · negative prompt · soft negative
“Cons include complex implementation, outdated docs, limited integrations, and potential for blocking good traffic.” Grok 4.20 · negative prompt · soft negative
“Fraud Blocker is best for budget-conscious buyers, offering clear entry pricing starting from $79/month with a 7-day free trial.” Claude Haiku 4.5 · budget prompt · first choice
“Best for Pure Affordability ... Often starts under $50–$70/month” Qwen 3.7 Flash · budget prompt · first choice
“A. Fraud Blocker — *Best overall value for small businesses*” Gemini 3.5 Flash · budget prompt · first choice
What the models said about ClickGuardian
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“lesser-known brands like ClickGuardian or niche local solutions that have very low review counts. Their lower ratings (e.g., 3.3/5) often reflect inconsistent performance” Qwen 3.7 Flash · negative prompt · soft negative
“ClickGuardian has a much smaller review footprint on G2, and Trustpilot reviewers mention unusual pricing structure concerns” GPT-5.4 mini · negative prompt · soft negative
“Try ClickFortify ($10/mo) or ClickGuardian ($49/mo). At these prices, the tool pays for itself” Kimi K2 · budget prompt · first choice
“ClickGuardian stands out as the best click fraud protection tool” Mistral Small · budget prompt · first choice
“Choose ClickGuardian if you primarily use Google and Microsoft Ads and prefer flat-fee pricing” Perplexity Sonar · budget prompt · alternative
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.