# Anura: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/anura

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 2% | 11 | 0% | 9 |

## What the models said for it

- "consider: Lunio, CHEQ, DataDome, and Anura – these are noted as enterprise-ready" (MiniMax M2.5, Click fraud protection)
- "Anura when you need the widest platform coverage and the highest stated accuracy for bot + human fraud" (Muse Glimmer 30B, Click fraud protection)
- "Anura is specifically designed for this." (DeepSeek V4 Flash, Click fraud protection)
- "Budget-Friendly Option: Anura" (Kimi K2, 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Anura, from 51 of the 51 answers that named it (only the models that return a source list).

### Domains cited

- lunio.ai: 47
- capterra.com: 24
- clickcease.com: 23
- clickfortify.com: 18
- trafficguard.ai: 18
- sourceforge.net: 17
- g2.com: 16
- github.com: 16
- getapp.com: 15
- softwareadvice.com: 15

### Pages cited

- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 43
- https://lunio.ai/blog/the-9-best-click-fraud-detection-tools-ranked: 21
- https://capterra.com/click-fraud-software: 19
- https://softwareadvice.co.uk/directory/4263/click-fraud/software: 14
- https://clickcease.com/: 13
- https://softwareadvice.com/click-fraud: 13
- https://getapp.com/marketing-software/click-fraud/org/large-enterprises: 11
- https://capterra.com.au/directory/31327/click-fraud/software: 10

## What it publishes

Every page anura.io exposes, read 2026-10-05: 602 addresses. By kind, pages and the last 90 days:

- blog: 212 pages, 9 in the last 90 days, latest 2026-09-09
- case study: 22 pages, 1 in the last 90 days, latest 2026-09-16
- report or ebook: 32 pages, 1 in the last 90 days, latest 2026-09-15
- comparison: 13 pages, 4 in the last 90 days, latest 2026-08-12
- template or tool: 8 pages, 2 in the last 90 days, latest 2026-07-23
- glossary or explainer: 74 pages, 18 in the last 90 days, latest 2026-09-30
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-30 glossary or explainer: What is web scraping https://www.anura.io/blog/what-is-web-scraping
- Recent: 2026-09-23 glossary or explainer: What is digital skimming https://www.anura.io/blog/what-is-digital-skimming
- Recent: 2026-09-16 glossary or explainer: What is captcha https://www.anura.io/blog/what-is-captcha
- Recent: 2026-09-16 case study: Axad everflow case study https://www.anura.io/media/axad-everflow-case-study
- Recent: 2026-09-15 report or ebook: Click fraud tools google ads facebook https://www.anura.io/fraud-tidbits/click-fraud-tools-google-ads-facebook
- Recent: 2026-09-09 blog: Guide to web crawlers and good bots https://www.anura.io/blog/guide-to-web-crawlers-and-good-bots

## 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.