The clustering of similarity scores between the target Payment_Gateway_Service and Similar_Company_1 to Similar_Company_17  is shown. As we can see, there is a dominant player (similarity 90.93%); in this particular case, we found it to be a branch of the parent (target company) specialized in foreign currency related payments (similar company 1). As such, the risk profile is also similar. The similarity degrades as we move down the rankings, and thus variation in risk profiles is introduced.