Ciaro vs Lunio
| Ciaro | Lunio | |
|---|---|---|
| Free plan | No | No |
| Free trial | No | No |
| Paid from | — | — |
| Open source | No | No |
| Platforms | Web | Web |
| Free plan | No | No |
| Paid from | 19 /mo | — |
| Ad platforms supported | Google Ads, Meta Ads, Microsoft Ads, TikTok Ads (detection only) | Google Ads, Bing/Microsoft Ads, Meta, Twitter/X, LinkedIn, Reddit, TikTok, Yandex, Naver |
| Automatic click blocking | Yes | Yes |
| Detection methods | IP reputation, device fingerprinting, behavioral analysis, VPN/proxy checks, cross-campaign patterns, campaign-context and historical signals | Machine learning scoring using click, context, conversion, device, network, location, and post-click behavior signals |
| Traffic reporting | advanced | advanced |
Both are listed in Best Click Fraud Software. On Inferse, Ciaro scores higher on our published basis.