Quoted premium is not agency revenue, and a completed application is not automatically an issued policy. Before increasing a lead budget, decide which verified outcome and revenue measure will support the purchase. A small, explicit cohort model is more useful than a large dashboard that combines different stages and assumes every open quote will become income.
Choose An Outcome You Can Reconcile
Start with inquiries collected during a defined period and follow them to the agency's chosen issued-policy checkpoint. Record the evidence used for that status and the date observed. Keep pending, withdrawn and unsuccessful records in the cohort. Removing them after the fact makes the source appear better without changing the work it produced.
Maintain separate counts for inquiries, households or businesses, opportunities and policies. A single customer can generate more than one policy. Use cost per issued policy for the stated policy outcome and a separate customer measure if that answers an owner question. Do not move between the two because one number is more attractive.
Set A Cost Boundary Before Comparing Sources
List source spend, direct intake effort, producer acquisition time and any other included operating cost. Decide whether shared overhead will be allocated or shown separately. Apply the same convention across the sources being compared. A fully loaded internal cost cannot be fairly compared with a vendor's advertising-only number.
Use actual compensation records where available, with adjustments and timing visible. Do not substitute premium for compensation or assume a single commission rate covers every line and arrangement. Ask the agency's finance owner to confirm how the operational model relates to accounting records; the worksheet is for a budget decision, not financial reporting advice.
Build The Contribution Worksheet
Illustrative cohort: $3,000 in source spend plus $1,200 of direct acquisition labor produces 12 verified issued policies. Acquisition cost is $4,200 divided by 12, or $350 per policy. Suppose recorded compensation associated with that cohort is $6,000 and the model sets aside $900 for expected service work and adjustments. The remaining modeled contribution is $900 before other overhead and taxes.
Those numbers are invented for the exercise and are not typical commissions or expected results. Replace every input with the agency's own evidence. Show a separate line for estimates so a future service allowance cannot be mistaken for an expense that has already occurred.
Stress The Assumptions That Could Change The Decision
Recalculate the example with nine issued policies and compensation of $4,500, while holding acquisition cost and the $900 allowance constant. Modeled contribution becomes negative $600. This sensitivity shows why a budget based only on the first successful cases can be fragile. It does not predict which scenario will occur.
Also test the effect of slower receipt, increased handling time and a different policy mix. Avoid using an assumed lifetime value to excuse an unmeasured initial loss. If future renewals are part of the thesis, show them as a separate scenario with retention, service and compensation assumptions rather than as cash already earned.
Set A Purchase Limit And Review Date
Use the model to choose a bounded source purchase, a maximum unresolved exposure and a date for reviewing the cohort. Add operational stop conditions such as a growing producer queue or missed existing-customer commitments. A financially plausible source can still exceed the team's capacity to serve it.
Expand only when the latest observed outcomes, cost records and remaining uncertainty support the decision. Keep the previous version of the model so changes in definitions are visible. The owner should be able to state both why another dollar is being spent and what evidence would cause the agency to stop spending it.
Common Questions
Can We Use Expected Renewal Income In The Budget?
Yes, as an explicit scenario with assumptions for persistence, service effort, compensation and timing. Keep that scenario separate from received cash and observed cohort contribution. Revisit it as the agency accumulates its own renewal evidence.