# ClickGuardian: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/clickguardian

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 4% | 7 | 20% | 10 |

## What the models said for it

- "Try ClickFortify ($10/mo) or ClickGuardian ($49/mo). At these prices, the tool pays for itself" (Kimi K2, Click fraud protection)
- "ClickGuardian stands out as the best click fraud protection tool" (Mistral Small, Click fraud protection)
- "Choose ClickGuardian if you primarily use Google and Microsoft Ads and prefer flat-fee pricing" (Perplexity Sonar, Click fraud protection)
- "ClickGuardian at $49/mo for Google Ads is the lowest flat-fee cited for SMBs" (Muse Glimmer 30B, Click fraud protection)

## And against it

- "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, Click fraud protection)
- "ClickGuardian has a much smaller review footprint on G2, and Trustpilot reviewers mention unusual pricing structure concerns" (GPT-5.4 mini, Click fraud protection)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ClickGuardian, from 38 of the 38 answers that named it (only the models that return a source list).

### Domains cited

- clickguardian.ai: 34 (its own site)
- softwareadvice.com: 23
- spotsaas.com: 22
- capterra.com: 21
- clickcease.com: 19
- clickpatrol.com: 19
- trafficguard.ai: 19
- g2.com: 17
- clickfortify.com: 14
- getapp.com: 14

### Pages cited

- https://capterra.com/click-fraud-software: 16
- https://clickguardian.ai/blog/best-click-fraud-protection: 16
- https://softwareadvice.com/click-fraud/small-business: 15
- https://clickcease.com/: 11
- https://clickguardian.ai/: 11
- https://guideflow.com/blog/best-click-fraud-software: 11
- https://spotsaas.com/list/click-fraud-software/for-small-business: 11
- https://lunio.ai/blog/the-9-best-click-fraud-detection-tools-ranked: 10

## 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://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.