We identify the leads of a manufacturing company by analysing how its catalogue products are used, and by searching geographically for all companies similar to its existing clients and for the clients of its main competitors. We then run additional compliance checks on the publicly available information and propose a commercial approach to the leads, ranked by priority and likelihood of success.