The problem is even worse when that data is in private hands. One of the most common ways the government gets data they couldn't justify subpoenaing themselves is to simply hand over cash to corporations who have already collected that data for other uses. for example:
https://www.eff.org/deeplinks/2022/08/how-law-enforcement-ar...