Run To The Hills gets my vote. In my experience, for most people it was their introduction to Maiden. Catchy chorus, cool solo, but that's about it.
If I had to pick something else I'd probably say Seventh Son Of A Seventh Son. Or anything off of that album, for that matter. Don't get me wrong...