I attracted some Scorpios in the past, and have two of them very close in my life.
I think Scorpios love genuine persons. So, being yourself is a plus.
I love that they take you for who you are. You don't have to hide your true colors/ true self. They don't run away or reject your dark side or not-so-nice parts of you. I just love their acceptance of human nature and how they make you feel ok for being yourself.
They like to debate and discuss. They definitely appreciate it if you read and get informed on various topics.
They like to laugh, they are serious only in the beginning, once they get relaxed they can be very funny and playful.
They are very sensitive and need someone who reads their soul.
Also, someone who pays attention to details or someone observant like they are.
They don't care so much about the looks if one has them or not, they will love you for who you are and as you are!
Genuinity, authenticity, intelligence will attract them... but chemistry is a must, deep chemistry on multiple levels.
At least that's my experience with them