# mFilterIt: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 0% | 42 | 0% | 1 |

## What the models said for it

- "TrafficGuard or mFilterIt for multi-channel" (Grok 4.20, Click fraud protection)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named mFilterIt, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- mfilterit.com: 3 (its own site)
- clickguardian.ai: 2
- getapp.com: 2
- lunio.ai: 2
- archive.org: 1
- capterra.com: 1
- click-fraud-protection.com: 1
- clickcease.com: 1
- clickfraudfree.us: 1
- clickpatrol.com: 1

### Pages cited

- https://mfilterit.com/blog/marketers-guide-click-fraud-tools: 3
- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 2
- https://lunio.ai/blog/how-to-choose-a-click-fraud-detection-platform: 2
- https://archive.org/stream/iab-europes-guide-to-quality-feb-24pptx/iab-europes-guide-to-quality-feb-24.pptx_djvu.txt: 1
- https://capterra.com/click-fraud-software: 1
- https://click-fraud-protection.com/: 1
- https://clickcease.com/blog/clickcease-vs-competitors-2026: 1
- https://clickfraudfree.us/which-click-fraud-prevention-services-are-best-for-small-businesses: 1

## What it publishes

Every page mfilterit.com exposes, read 2026-09-29: 580 addresses. By kind, pages and the last 90 days:

- blog: 446 pages, 1 in the last 90 days, latest 2026-08-12
- case study: 25 pages, 0 in the last 90 days, latest 2026-04-24
- report or ebook: 18 pages, 0 in the last 90 days, latest undated
- comparison: 6 pages, 0 in the last 90 days, latest 2026-04-01
- template or tool: 5 pages, 0 in the last 90 days, latest 2025-09-16
- glossary or explainer: 18 pages, 0 in the last 90 days, latest 2025-03-16
- Recent: 2026-08-12 blog: Click fraud in google ads https://www.mfilterit.com/blog/click-fraud-in-google-ads
- Recent: 2026-05-26 blog: Difference between viewability and attention metrics https://www.mfilterit.com/blog/difference-between-viewability-and-attention-metrics
- Recent: 2026-04-24 case study: What is a unified ad manager case study https://www.mfilterit.com/blog/what-is-a-unified-ad-manager-case-study
- Recent: 2026-04-01 comparison: Brand safety vs brand suitability right ad placements https://www.mfilterit.com/blog/brand-safety-vs-brand-suitability-right-ad-placements
- Recent: 2025-12-30 blog: Brand safety on video platforms https://www.mfilterit.com/blog/brand-safety-on-video-platforms
- Recent: 2025-09-16 template or tool: Diy checklist how to safeguard festive season ad spend from mobile ad fraud https://www.mfilterit.com/blog/diy-checklist-how-to-safeguard-festive-season-ad-spend-from-mobile-ad-fraud

## 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.