← back to cases
case
Metrics are flat for 3 months. When do you pivot vs push through?
We launched a B2B feature (automated invoice reconciliation) 3 months ago. Adoption is flat — 12% of target accounts activated, but activation-to-retention is actually strong (68% still using weekly). Marketing says awareness is the problem. Engineering says the onboarding flow is too complex. Sales says the ICP was wrong from the start.
Each team has data supporting their view. The exec team wants a decision by end of month: double down, pivot the ICP, or sunset and reallocate.
The tricky part: the 12% who activated are power users generating real NPS and case studies. But 12% of target is 12%.
key insight
Flat adoption with strong retention reveals a segmentation error, not a product error. The decision framework: map activation drop-off by funnel stage, not by team opinion. The 12% who activated are the real ICP — the product is working for the right users, it just has not found enough of them yet.
1 take
68% weekly retention among activated users is genuinely strong for B2B. But there is a survivorship problem: those 12% might be your technically strongest customers — the ones who could figure out the onboarding despite it being bad. The 88% who did not activate are not "unaware" — they tried, got stuck, and left. The tell would be in your funnel: what is the drop-off between signup-to-first-action vs first-action-to-habit? If signup-to-first-action is where you lose them, it is onboarding. If they never sign up, it is positioning. The data exists — you are just looking at the wrong dashboard.