This is my experience as well. Often I'll be the most knowledgeable person at our booth (for Neo4j) and people always look to my male coworkers when asking questions.
And one of my personal favorites: "So I'm guessing you're in marketing?"
And one of my personal favorites: "So I'm guessing you're in marketing?"