Today information Peer-to-Peer networks sometimes share improper information. Embodiments of the invention solve this problem by creating a list of shared information for analysis. In particular, a method or corresponding apparatus of an example embodiment includes a network node to obtain one or more searches from a Peer-to-Peer network. Next, the network node compares the one or more searches to one or more criteria. After comparing, the network node updates the one or more criteria to include variations of the one or more searches. Further, the network node issues the one or more searches based on the updated criteria. Next, the network node determines resultant information associated with the one or more searches. After determining, the network node creates a list of the resultant information for analysis. Using the list, an operator or software logic can analyze the resultant information to identify patterns and, in turn, identify improper information sharing.