What the heck is a huckleberry? A huckleberry is a fruit resembling a blue-black berry primarily found in the mountainous regions of North America. Combine this sweet, with a hint of tart flavor, with white chocolate chips, and bake it as a delicious cookie and you get a taste that warms the soul.