Yes, up until the recent advent of genetic sequencing, we humans have often mistakenly considered two organisms that look the same to the naked eye as being the same.
Just like radio astrology is far more scientifically revealing than just looking up at the night sky and declaring theres nothing more to the universe than meets the eye.
Typically a genetic variance of >2% indicates a different species