Stop to let them turn into the road. Give them plenty of space. FFS don't cut them off. They may not be able to stop in time.
Edit: Many people point out you shouldn't stop to let anyone in. I agree. I was thinking about cars that don't let a u-haul merge or will do anything not to be behind a u-haul. Basically, just don't be an ass.