Zero of fourteen models named Clixtell first on the direct prompt; zero named ClickGUARD. Clixtell was named by ten of the fourteen models and ClickGUARD by fourteen and Clixtell carries 13 labels and ClickGUARD 35, 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.
Across every category in the October 2026 Edition, Clixtell and ClickGUARD were named in the same answer twenty-four times, of the 43 answers naming Clixtell and the 95 naming ClickGUARD. In those answers ClickGUARD took the first choice zero times and Clixtell two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“the fraud detection capabilities are more basic compared to dedicated solutions” DeepSeek V4 Flash · negative prompt · soft negative
“such as standard tiers of ClickCease, ClickGuard, or Clixtell) with caution” Gemini 3.5 Flash · negative prompt · soft negative
“If you need the absolute lowest monthly spend, Clixtell is the cheapest named entry in current round-ups.” Muse Glimmer 30B · budget prompt · first choice
“Clixtell at $10/month offers the best entry point if you need basic protection” Claude Haiku 4.5 · budget prompt · first choice
“Top Recommendation: Clixtell (from ~$10–15/month)” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid or be cautious with ClickGuard and any free or low-cost tools that rely solely on basic filters or manual rules.” Mistral Small · negative prompt · hard negative
“A Trustpilot reviewer described it as an *"expensive 'peace of mind tax' with zero real impact on performance."*” DeepSeek V4 Flash · negative prompt · hard negative
“User feedback on ClickGuard illustrates this: “You need to be very careful and not be too aggressive when setting up the rules, as I ended up blocking some real users by accident.”” Muse Glimmer 30B · negative prompt · soft negative
“start with ClickCease or ClickGuard for straightforward PPC protection” GPT-6 Luna · comparative prompt · first choice
“If your budget is under $100/month, go with ClickGUARD Lite.” GPT-5.4 mini · budget prompt · first choice
“If you want deep, granular, hands-on control over your Google Search rules and absolute transparency: Go with ClickGUARD.” Gemini 3.5 Flash · comparative 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.