Targeting Optimal Merchant Partnerships

Imagine you're part of a credit card company aiming to expand partnerships with merchants who accept our card. We have access to a list of 100,000 small businesses, but due to limited resources, we can only engage with 1,000 of them. Devise a strategy to identify the most promising businesses for outreach.