Surrogate heuristic identification is described, including selecting a portion of video content, wherein the portion is standardized, identifying a characteristic associated with the video content, using the characteristic to generate a data representation, the data representation being used to provide heuristic data, and processing the heuristic data to generate a fingerprint configured to compare against one or more stored fingerprints associated with other video content.