We have developed a novel, tiered and targeted sampling and recruiting approach: Combining systematic canvassing of privacy experts with Twitter-based social network analysis and respondent-driven sampling techniques, we identify experts and influential voices in privacy debates within and across sectors and transatlantic jurisdictions.