Because the unicorn is seen as the mythological horse with a horn, it is often ignored that real unicorns do exist and where spoken of in ancient literature, by Pliny for example.
The illustration shows a creature with cloven hooves. I've never seen a horse with cloven hooves. Goats, yes, but not horses.