Re: "opt-out was probably the best choice"
"PII is a very specific legal term from the US about HIPAA."
And, "PII" as used in the US is a bit of a lie. There's an awful lot of personally identifying information that isn't considered PII. And, in sufficient quantities, all information about you becomes personally identifying.