Cheq vs ClickPatrol
One of fourteen models named Cheq first on the direct prompt; one named ClickPatrol. Cheq was named by fourteen of the fourteen models and ClickPatrol by twelve and Cheq carries 26 labels and ClickPatrol 21, so the shares are not directly comparable.
Named in three categories 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
CheqFirst choices, of fourteen modelsClickPatrol
Across every category in the November 2026 Edition, Cheq and ClickPatrol were named in the same answer nineteen times, of the 99 answers naming Cheq and the 62 naming ClickPatrol. In those answers ClickPatrol took the first choice zero times and Cheq 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 4.20 | | | ||||
| 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 | | | |
Cheq ClickPatrol first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cheq on the left and ClickPatrol on the right.The direct prompt
Cheq first, ClickPatrol not the choice
1 of 14 modelsClickPatrol was named in the answer but not as the choice, or not at all.ClickPatrol first, Cheq not the choice
1 of 14 modelsCheq was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 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
Cheq4%#7 of 10ClickPatrol4%#5 of 10What the models said about Cheq
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“More enterprise-oriented... it may involve custom pricing and less self-serve transparency.” Grok 4.20 · direct prompt · soft negative
“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 · negative prompt · first choice
“The vendor positions it as "No. 1 Click Fraud Solution For PPC Campaigns" with advanced AI-powered detection and real-time monitoring and blocking.” Muse Glimmer 30B · comparative prompt · first choice
“consider: Lunio, CHEQ, DataDome, and Anura – these are noted as enterprise-ready” MiniMax M2.5 · scale 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. Six of eight in this category shown.
“The same limitation applies to the broader category that ClickCease, ClickGuard, ClickPatrol, TrafficGuard and Lunio belong to” Muse Glimmer 30B · negative prompt · soft negative
“there are concerns about its overall effectiveness and the possibility of false positives or negatives in fraud detection” Mistral Small · 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
“I'd recommend requesting demos from ClickPatrol and ClickGUARD, as they appear most tailored to mid-market B2B needs” Claude Haiku 4.5 · direct prompt · first choice
“Best for European advertisers: ClickPatrol, which combines multi-platform coverage with a GDPR-focused positioning.” Perplexity Sonar · comparative prompt · alternative
“Choose ClickPatrol if you want more comprehensive features for just a bit more money” MiniMax M2.5 · 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.