# Anura: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 9 judge labels across 1 categories by 7 of 14 models. Page: https://gtm-ai-index.com/vendors/anura/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Click fraud protection | 2% | 11 | 0% | 9 |

## What the models said for it

- "The four tools most consistently recommended for enterprise advertisers are Lunio, CHEQ, DataDome, and Anura" (DeepSeek V4 Flash, Click fraud protection)
- "Programmatic/affiliate campaigns: Anura for deterministic accuracy and low false positives" (DeepSeek V4 Flash, Click fraud protection)
- "such as Lunio, TrafficGuard, CHEQ, DataDome, Anura, or ClickCease" (Mistral Small, Click fraud protection)
- "Best for blocking click farms and advanced fraud patterns" (Mistral Small, Click fraud protection)

## 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://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.