# Lunio: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 42 judge labels across 1 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/lunio/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Click fraud protection | 20% | 2 | 7% | 42 |

## What the models said for it

- "Look for tools with strong machine learning engines, real-time blocking, and transparent reporting, such as Lunio, TrafficGuard, CHEQ, DataDome, Anura, or ClickCease." (Mistral Small, Click fraud protection)
- "Lunio is highly regarded for mid-market/enterprise marketing teams. It focuses heavily on maximizing ad efficiency and cleaning up smart bidding signals." (Gemini 3.5 Flash, Click fraud protection)
- "The four tools most consistently recommended for enterprise advertisers are Lunio, CHEQ, DataDome, and Anura" (DeepSeek V4 Flash, Click fraud protection)
- "Lunio appears to be the most frequently recommended choice due to its specialized focus on high-CPC B2B environments" (Claude Haiku 4.5, Click fraud protection)

## And against it

- "Percentage-of-ad-spend pricing — the more your campaigns grow, the more you pay, which becomes increasingly expensive at scale." (DeepSeek V4 Flash, Click fraud protection)
- "typically aimed at growing brands rather than the cheapest option | Better if budget is flexible" (Perplexity Sonar, Click fraud protection)
- "certain enterprise-focused tools like Lunio may not be cost-effective for you" (Claude Haiku 4.5, Click fraud protection)

## What it publishes

Every page lunio.ai exposes, read 2026-10-05: 419 addresses. By kind, pages and the last 90 days:

- blog: 220 pages, 9 in the last 90 days, latest 2026-10-01
- case study: 21 pages, 0 in the last 90 days, latest 2026-04-14
- webinar or virtual event: 18 pages, 0 in the last 90 days, latest 2025-11-21
- report or ebook: 6 pages, 0 in the last 90 days, latest 2023-09-13
- comparison: 8 pages, 2 in the last 90 days, latest 2026-09-29
- template or tool: 3 pages, 0 in the last 90 days, latest 2025-06-24
- glossary or explainer: 48 pages, 0 in the last 90 days, latest 2026-06-25
- podcast or video: 20 pages, 0 in the last 90 days, latest 2025-11-12
- news or press: 18 pages, 0 in the last 90 days, latest 2026-07-02
- Recent: 2026-10-01 blog: Best click fraud detection tools for enterprise advertisers https://www.lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers
- Recent: 2026-09-29 comparison: Givt vs sivt sophisticated vs general invalid traffic explained https://www.lunio.ai/blog/givt-vs-sivt-sophisticated-vs-general-invalid-traffic-explained
- Recent: 2026-09-21 blog: Free click fraud detection tools compared https://www.lunio.ai/blog/free-click-fraud-detection-tools-compared
- Recent: 2026-09-18 blog: Google smart bidding bad data https://www.lunio.ai/blog/google-smart-bidding-bad-data
- Recent: 2026-09-03 blog: Ad fraud detection guide https://www.lunio.ai/blog/ad-fraud-detection-guide
- Recent: 2026-08-17 blog: How to audit an ai max campaign https://www.lunio.ai/blog/how-to-audit-an-ai-max-campaign

## 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.