Caffeine & chlorogenic acids: These natural chemicals in coffee beans create a bitter flavor. Roasting level: Dark roasts (like espresso blends) are more bitter because longer roasting breaks down sugars and increases bitter compounds. Over-extraction: Brewing coffee too long or too hot pulls out more bitterness. Low-quality beans: Poor beans or stale coffee can taste harsher and more bitter.