Our sales reps are hitting their weekly outbound activity numbers on the Scorecard, but qualified pipeline and actual revenue are drying up because they are gaming the system with junk outreach. How do we audit and redesign Scorecard metrics that employees learn to manipulate?

Question

Tyler Smith · Accepted Answer

Whenever you attach an employee to a pure activity number without a counterbalancing quality threshold, you invite Goodhart's Law: when a measure becomes a target, it ceases to be a good measure. Salespeople will blast automated emails to dead contacts, and service technicians will close support tickets without solving the root problem just to keep their box green.

Do not solve this by policing effort or adding micro-metrics. Instead, redefine the measurable so that it requires a verified counter-party response or an objective standard of completion.

For sales activity, replace outbound calls logged with two-way conversations completed or discovery meetings held with verified economic buyers. An outbound email is trivial to automate; getting a prospect with budget to attend a thirty-minute meeting requires genuine skill.

For operations, pair throughput numbers with quality constraints. If a support desk tracks tickets resolved, add a secondary metric for ticket reopen rate or same-day resolution rate. If the reopen rate spikes, the volume number is immediately invalidated.

Review your Scorecard definitions quarterly during your team offsite sessions. Ask your leadership team a simple question: if an employee wanted to hit this target without doing real work, how would they do it? When you find the loophole, close it by tying the measurable to an undeniable business milestone.