A binary MLM plan is a compensation structure where members recruit two representatives at the front line, with unlimited depth and commissions based on sales volume from both legs. The plan offers advantages such as ease of understanding, potential for rapid growth, and promotes teamwork, but it also poses challenges like dependency on downline activity and maintaining balance between legs. Companies using this plan benefit from increased productivity and simpler commission structures for new recruits.