Where should a first-time visitor stay in Istanbul?

Sultanahmet suits historic sightseeing, Beyoğlu and Karaköy offer a livelier base, and Kadıköy brings a different neighborhood atmosphere. Which Istanbul area would you recommend for a first visit, and what type of traveler does it suit?