One of the most common reasons a gas furnace won't start is a dirty or defective pilot light. Many homeowners will trust this problem to a specialist, but if you have mechanical knowledge, you may be able to remedy the problem yourself.
Also, if your furnace isn't starting, it might be due to a lack of fuel. Simply make sure the gas control valve is in the "On" position.