Trend vs nontrend. When it's a trending day, it can stays at/below 30 for awhile. If you can distinguish between the two, then it's not a bad play. Many traders watch it so there is always a momentary lift when it gets to a very low RSI. It's not the holy grail but it can be reliable. And as you said, simple.
I use it to get a good entry point.