Abstract: A solution for analyzing data gathered from an online social footprint and determining a risk-related score is provided. The risk-related score is determined based on available personal data and data gathered from the online social footprint. The risk-related score is generated by applying a predictive model to the data.

Abstract: Provided are apparatuses, computer media, and methods for analyzing data gathered from the online social footprint and determining a credit score to facilitate access to financial services. A credit score is determined based on available personal data and data gathered from the online social footprint and is indicative of a borrower's propensity to pay an owed amount. A credit score is determined from a scoring expression that is associated with a score cluster, typically including a subset of available data gathered from the online social footprint. The credit score can also be affected by means such as endorsements or negative behavior of individuals in a borrower's social network. Corresponding apparatus, systems, programs for computers, and communications mechanisms are also provided to gain access to financial services based upon at least one borrower's request criterion, optimization of reputation in the borrower's online social footprint and performing a lending transaction.