Coffee Arabica (green coffee bean) extract is taken from raw, unroasted coffee beans. What's the deal with green coffee bean extract?. Here is a good overview of the medical information regarding green coffee beans: Chlorogenic acid is believed to have a number of important health benefits that aid weight loss. Green coffee beans are roasted in order to brew coffee.