Yes, it's really bad, I see that scam ad constantly. Some even use celebrity deepfakes. Logged-out YouTube ads are 90% garbage like that.
Consider yourself lucky you didn't get the outright pornographic ones for boner pills "my husband fucked me 50 times".
Reporting them does nothing. Google does not care.