You explain the situation to them, and ask them if they'd be ok with 5% for the idea, expanding to more if they take an active role and actually help execute the idea. If they're not OK with that, explain that it just isn't worth it to you.
Ideas are a dime a dozen, it's not like that's the one and only Great Idea out there and it's certainly not worth ruining a friendship over.