There are two ways to become part of a guild: creating a guild, or joining one.
(Players can only be in one guild at a time.)
Creating a Guild
Creating a guild costs 25,000 gold and can be done via the guild section. The new guild-master then sets the requirements to join, including a level range for prospective players.