"The faith and the crown are the two pillars that hold up this world. One collapses, so does the other."
In the books you would understand what the show leaves out-- there are truly 3 pillars that hold up the world:
In a fully functional kingdom with a fully functional king all 3 are present - Crown Power, Faith, Weaponry (Dragons)