LinkedIn outbound: a case study playbook

Names removed, numbers preserved. This is a real LinkedIn outbound engagement, reproduced as a playbook. Client had product-market fit, a rev team of eleven, and a stalled pipeline.

Week one: diagnosis. The stated problem was "not enough leads". The actual problem was connect-and-pitch spam that gets accounts throttled, which had been masked by inbound velocity that peaked two quarters earlier.

Weeks two to three: rebuild the target list from scratch and re-cut the trigger. LinkedIn outbound works when buyers reply on LinkedIn when they ignore email; the client had drifted away from that first principle.

Weeks four to six: live at 20% of previous volume, quality bar raised. Positive reply rate on connection-plus-message sequences moved every week, though absolute numbers stayed modest.

Weeks seven to twelve: ramp. By week ten the number was ahead of the pre-stall baseline. By week twelve it was 40% ahead. Cost per outcome was roughly halved.

What we would repeat: the diagnosis step, the quality bar, and the weekly review. What we would kill sooner: two tools we bought in month one that added noise instead of leverage.

The client's own summary at the end of quarter one: "we thought we needed more of everything; we actually needed less of the wrong things." That is usually the lesson.