Provided herein are systems, methods and computer readable media for assigning, calculating or determining a provider quality score. An example method comprises capturing metric information from a web source, the metric information indicative of a product, service, or experience performance of a provider. For example each of a number of reviews and the total number of reviews may be captured. The method may further comprise assigning a provider quality score.