On google, you can add completely random interests for your ad targeting in the privacy settings, which seems like what you want.
Honestly I think that just minimization by using other services is probably the best tactic since meaningfully polluting the data probably is more trouble than it's worth.
Sidenote: It took a lot of will power not to make a witty remark about the misspelling in the title haha