Let them know what it's going to take. Work as much as there willing to pay for it. If they don't want to pay you for a couple hours work that it's going to take, don't do it.
What Beemer said is true. If people have let it get that bad with trash and stains all over, most of the time they're not going to be the people willing to pay to get it cleaned up right.