Hey there,September cancellations +36% vs Unique Sales +5%
North Carolina drives almost all of it, through two problems: sales quality and customer contact.
- ObservedPortfolio
Cancellations reached 7,563. The cancel rate rose from 15.3% to 19.9%, well above the 15.5% norm.
- ObservedWhere
North Carolina drove 99% of the increase: its cancellations rose +198%. Every other state stayed flat (−1% to +1%).
- ObservedWhich channels
Inside North Carolina, the problem sits in Digital Partner and D2D: 43.6% and 38.6% of sales cancelled, against 16% to 18% in other channels.
- ObservedProblem 1: sales quality
Agency Gamma, Agency Beta and Agency Alpha broke from their own history (+20 pp to +29 pp). At Agency Alpha, new reps made 56% of sales but 75% of cancellations. Poor quality sales explain 955 cancellations (32%).
- Forward-lookingOctober prevention: sales quality
Score each of the 6,700 October D2D and Digital Partner orders in North Carolina for cancellation risk: low intent (27%), promotion sensitivity (38%), competitor mention (21%), price or offer mismatch (24% fail independent confirmation) and rep risk (56% of sales from Critical reps). Verify the riskiest orders before installation and coach Critical reps: about 500 cancellations avoided.
- ObservedProblem 2, the bigger one: customer contact
1,313 cancellations (44%) came from customers we could not confirm or reach for the appointment. Separately, 48% carried a Pending Customer Contact signal: a different measure from the cause.
- ObservedWhen
Most customers are lost late: 57% cancel after the due date (64% in North Carolina), led by tech on job, reschedule and no access / not home.
- Forward-lookingOctober prevention: high-value customers
Combine each order's cancellation-risk score with customer value, the ODD and permit and construction readiness. Of 650 North Carolina delivery-risk orders, 150 high-value customers are ready but scheduled late: bring their installation forward. 185 have an ODD that cannot be met: correct the commitment before it fails. About 175 cancellations avoided.
- Forward-lookingOctober outlook
Without action, October reaches 21.5% (North Carolina 40.9%). With the three actions, about 18.3%: roughly 1,275 cancellations avoided.
- Forward-lookingWhat to do now
Verify risky sales (500), protect high-value customers (175) and rescue customer contact (600). Take action.
- Pre ODD2,57134%
- On ODD6819%
- Post ODD4,31157%
Where does it hurt?
Every card is interactive: open one to trace it through states, channels, timing, classification and drivers.