Click fraud protection · RankedLunio
Lunio, formerly PPC Protect, is a click fraud detection and protection tool · lunio.ai ↗
Strongest at enterprise, contested with Cheq. Ranked 4 of 62 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
ClickCease is first at 47%.
ClickCease is first at 37%. 2 of 14 models made it the first choice when asked directly.
Ranked first, contested: Cheq has 21%.
Why models recommend it
“Lunio is a real-time invalid traffic detection tool that uses AI and machine learning to detect and prevent invalid traffic. It is recommended for mid-market B2B companies.”Llama 4 Maverick · Paraphrase question · first choice
“consider: Lunio, CHEQ, DataDome, and Anura – these are noted as enterprise-ready with proper security credentials and multi-account capabilities.”MiniMax M2.5 · Scale-constrained question · first choice
“I'd lean toward Lunio since it offers broader platform coverage and cross-channel insights”MiniMax M2.5 · Paraphrase question · first choice
“If you want the single best pick for a mid-market B2B company, choose Lunio.”GPT-5.4 mini · Direct question · first choice
What gives them pause
“Complaints center on admin overhead (manual tweaks needed), questionable effectiveness, and not being "worth the hassle"”Grok 4.20 · Negative question · warning
“Avoid enterprise tools such as Lunio unless your annual paid-media spend is very high”Perplexity Sonar · Budget-constrained question · warning
“The same limitation applies to the broader category that ClickCease, ClickGuard, ClickPatrol, TrafficGuard and Lunio belong to”Muse Glimmer 30B · Negative question · warning
“Cons: Can be overly expensive and complex for standard mid-market budgets.”Qwen 3.7 Flash · Direct question · warning
Also on the shortlist
The products named in the same answers as Lunio, over the 111 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 77 | 28 | Compare → | |
| 68 | 7 | Compare → | |
| 60 | 7 | Compare → | |
| 46 | 4 | Compare → | |
| 46 | 0 | View → | |
| 42 | 1 | View → | |
| 38 | 1 | Compare → | |
| 30 | 0 | Compare → | |
| 20 | 1 | View → | |
| 18 | 0 | View → |
What the models named instead of Lunio →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 108 of the 111 answers that named Lunio and are not a share of its labels.
Domains cited
317 of the 401 domain citations in answers naming Lunio came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 2 | 1 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 3 | 0 | 1 | 4 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 2 | 1 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 220 | 9 | 2026-10-01 | Click fraud protection, SEO | |
| Glossary or explainer | 48 | 0 | 2026-06-25 | SEO | |
| Case study | 21 | 0 | 2026-04-14 | ||
| Podcast or video | 20 | 0 | 2025-11-12 | ||
| Webinar or virtual event | 18 | 0 | 2025-11-21 | ||
| News or press | 18 | 0 | 2026-07-02 | ||
| Comparison | 8 | 2 | 2026-09-29 | ||
| Report or ebook | 6 | 0 | 2023-09-13 | ||
| Template or tool | 3 | 0 | 2025-06-24 |
Most recent
- 2026-10-01Best click fraud detection tools for enterprise advertisers blog
- 2026-09-29Givt vs sivt sophisticated vs general invalid traffic explained comparison
- 2026-09-21Free click fraud detection tools compared blog
- 2026-09-18Google smart bidding bad data blog
- 2026-09-03Ad fraud detection guide blog
- 2026-08-17How to audit an ai max campaign blog
How it is countedHide how it is counted
Every page lunio.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.