# ClickGuardian: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 10 judge labels across 1 categories by 7 of 14 models. Page: https://gtm-ai-index.com/vendors/clickguardian/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Click fraud protection | 2% | 12 | 20% | 10 |

## What the models said for it

- "Tools like ClickGuardian (flat-fee for SMBs) or those with multi-platform support often edge out for balance." (Grok 4.1 Fast, Click fraud protection)
- "Small business with Google Ads: ClickGuardian or Fraud Blocker (flat fee, simple)" (MiniMax M2.5, Click fraud protection)
- "Best Budget Pick: ClickGuardian — $49/month" (Kimi K2, Click fraud protection)
- "offers flat-fee click fraud protection from $49 a month for SMBs on Google Ads and Microsoft Advertising" (Claude Haiku 4.5, Click fraud protection)

## And against it

- "ClickGuardian: “Third-party review coverage is thin... Both samples are too small to read as a verdict.”" (Muse Glimmer 30B, Click fraud protection)
- "Frequently lumped together in “style” lists but rarely stand out with clear, independent evidence." (GLM 4.7 FlashX, Click fraud protection)

## What it publishes

Every page clickguardian.ai exposes, read 2026-10-05: 151 addresses. By kind, pages and the last 90 days:

- blog: 72 pages, 23 in the last 90 days, latest 2026-09-28
- case study: 1 pages, 0 in the last 90 days, latest 2017-08-01
- comparison: 15 pages, 3 in the last 90 days, latest 2026-09-01
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2026-06-08
- Recent: 2026-09-28 blog: Google ads account suspended https://clickguardian.ai/blog/google-ads-account-suspended
- Recent: 2026-09-21 blog: Microsoft ads click fraud https://clickguardian.ai/blog/microsoft-ads-click-fraud
- Recent: 2026-09-18 blog: Best amazon ppc agencies uk https://clickguardian.ai/blog/best-amazon-ppc-agencies-uk
- Recent: 2026-09-18 blog: Best ecommerce ppc agencies uk https://clickguardian.ai/blog/best-ecommerce-ppc-agencies-uk
- Recent: 2026-09-18 blog: Best manufacturing marketing agencies uk https://clickguardian.ai/blog/best-manufacturing-marketing-agencies-uk
- Recent: 2026-09-18 blog: Best saas ppc agencies uk https://clickguardian.ai/blog/best-saas-ppc-agencies-uk

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.