| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Click fraud protection | Marketing | 8% | 3 of 52 | 9% | 34 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 1 | 2 | 0 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 2 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Fraud Blocker and ClickPatrol stand out as top choices for small businesses with limited budgets” Mistral Small · Click fraud protection · budget prompt · first choice
“The best click fraud protection tool for a company with a limited budget is Fraud Blocker.” Llama 4 Maverick · Click fraud protection · budget prompt · first choice
“or Fraud Blocker if you want more comprehensive features at a slightly higher cost” Claude Haiku 4.5 · Click fraud protection · budget prompt · first choice
“Small business with Google Ads: ClickGuardian or Fraud Blocker (flat fee, simple)” MiniMax M2.5 · Click fraud protection · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Fraud Blocker lacks Microsoft Ads coverage; watch for channel gaps matching your needs” Grok 4.1 Fast · Click fraud protection · negative prompt · soft negative
“Worth comparing on price, but less consistently recommended” Perplexity Sonar · Click fraud protection · budget prompt · soft negative
“Microsoft Ads important? | Avoid Fraud Blocker” Kimi K2 · Click fraud protection · direct prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 92 of the 92 answers that named Fraud Blocker and are not a share of its labels.
453 of the 453 domain citations in answers naming Fraud Blocker came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 126 | 5 | 2026-09-27 | Click fraud protection, Email verification | |
| Glossary or explainer | 65 | 0 | 2026-02-26 | ||
| Report or ebook | 8 | 0 | 2026-03-20 | ||
| Comparison | 8 | 2 | 2026-09-11 | ||
| News or press | 1 | undated |
Every page fraudblocker.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Fraud Blocker's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Fraud Blocker, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Fraud Blocker by email, built from the raw record of the edition. It shows:
Fraud Blocker is among the products AI models recommend first in Click fraud protection this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.