# AdTector: 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/adtector

## 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% | 56 | 100% | 1 |

## And against it

- "Tools like ClickGuard, Fraud Blocker, and AdTector can produce false positives or require operational follow-up" (Claude Haiku 4.5, Click fraud protection)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| 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 AdTector, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- anura.io: 1
- aws.amazon.com: 1
- blogs.linkstrackly.com: 1
- capterra.com: 1
- g2.com: 1
- geetest.com: 1
- guideflow.com: 1
- image-ppubs.uspto.gov: 1
- improvado.io: 1
- mfilterit.com: 1

### Pages cited

- https://anura.io/blog/why-do-fraudsters-engage-in-click-fraud-how-to-stop-it: 1
- https://anura.io/fraud-tidbits/what-are-click-fraud-prevention-tools: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-qptz3djjcfue4: 1
- https://blogs.linkstrackly.com/click-fraud-prevention-software: 1
- https://capterra.com/click-fraud-software: 1
- https://g2.com/products/clickcease-clickcease/discuss: 1
- https://geetest.com/en/article/click-fraud-prevention-tools: 1
- https://guideflow.com/blog/best-click-fraud-software: 1

## 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.