Ciaro vs Clickfraud
| Ciaro | Clickfraud | |
|---|---|---|
| Free plan | No | No |
| Free trial | Yes | Yes |
| Paid from | $19/mo | $49/mo |
| Open source | No | No |
| Platforms | api, Web | api, Web |
| Free plan | No | No |
| Paid from | 19 /mo | 49 /mo |
| Ad platforms supported | Google Ads, Meta Ads, Microsoft Ads, TikTok Ads (detection only) | Google Ads; Yandex.Direct |
| 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/neural-network analysis; behavioral factors; cluster analysis; IP, ClientID, and browser fingerprint signals |
| Traffic reporting | advanced | advanced |
Both are listed in Best Click Fraud Software. On Freedom251, Ciaro scores higher on our published basis.