Even before data was seized, it was possible for analytics companies to see all incoming and outgoing transactions from ChipMixer. It was so clear and obvious, onchain. The problem was to to make a connection of incoming and outgoing (chips).

So, the only thing that really matters is if he kept sessions (logs) for more then 7 days.