CCPA says: "Businesses also should not require you to verify your identity, though they can ask you basic questions to identify which personal information is associated with you."[0]
The worst is that some of the bigger services (intelius, who provides data for many of these sites) have begun to require opt-outs come from an email address that they already have on file for you. Really need to legislate these companies out of existence.