Chris Walker

Refine Labs, dark-social demand-creation framework

Founder and CEO of Refine Labs, a B2B demand-generation consultancy. Built a following challenging orthodox marketing attribution by arguing that LinkedIn posts, Slack groups, and private conversations drive pipeline that analytics tools cannot see. His dark-social framework has reshaped how growth-focused B2B teams think about channel investment and measurement.