Actionable metrics are data points that provide clear guidance on what actions to take to improve business outcomes, as opposed to vanity metrics, which may look impressive but offer little insight into how to move forward. They are essential for making informed decisions and driving strategic growth by focusing on metrics that directly impact business objectives.