Cover the slow cooker and set it to LOW. Cook for 3-4 hours until the broccoli is very tender and the flavors have melded together. Stir the soup once at the halfway point (around 1.5-2 hours) to ensure even cooking and prevent any ingredients from settling on the bottom.
After the slow cooker time is complete, stir in the warm cooked rice and the shredded cheddar cheese. Mix well until the cheese is completely melted and incorporated, about 2-3 minutes. The residual heat from the soup will melt the cheese smoothly. Cook on LOW for an additional 20 minutes to allow the rice to warm through and the flavors to fully integrate. I prefer Cabot cheddar because it melts more smoothly into soups without becoming stringy or grainy.