You have go the throttle on your riding lawn mower fully up and speed is inconsistent?

The fuel filter is probably clogged and not providing sufficient fuel to the carburetor under normal operation, which is probably why you have to "go the throttle". If the fuel filter is not at fault, you probably have to do some adjustments to the carburetor. While you're at it, check the air filter, too.