Why do political parties organize?

Because disorganization doesn't work? Parties coalesce around a person, a policy, a platform, a philosophy; sometimes all of these.

Mainly,it's because organization allows coordination of effort, fund raising efficiency and distribution of the work necessary to support a party and get candidates elected.