A certification program for data brokers who commit to rigorous ethical standards, focusing on data minimization, transparency, and fair compensation for data contributors. This promotes a premium service of certified ethically sourced data for companies willing to pay a premium for privacy-respecting data, differentiating them in a crowded market.