It's not the same patterns though, malvertising game is very dynamic. using sites google wasn't a thing in 2025 for example. Also, different sources of ad accounts, there was a lot of ATOs in 2025, while in 2026 most of ads come from 'legitimate' advertisers networks that deploy thousands of ads and just dont check for fraud etc.