Model CAC with gross margin, not with platform CPL alone
Add blended costs and payback
Include software, people time, and creative production in a realistic CAC view. A cheap CPL is expensive if the close rate is weak or tickets are too small to carry acquisition cost.
Set a maximum CAC and an acceptable payback months window before increasing weekly spend targets.
- Revisit seasonality: ramp spend when margins and close rates historically peak
Stagger platform ramps to read signal
One lever at a time, fixed creative window
Simultaneous budget jumps across Meta, Google, and YouTube muddies attribution. Move one platform per learning window, hold offer and landing static, and document what changed in spend and downstream revenue.
Catch creative and audience fatigue with guardrails
CPM and frequency are early warnings
When CPMs climb and conversion drifts, refresh creative before you throw bid budget at a tired story. A rolling creative matrix prevents performance cliffs and protects auction efficiency.
Align ops so scale does not torch reviews
Service businesses feel margin pressure in labor first
If you scale leads faster than you can perform quality work, backlogs rise, NPS falls, and paid channels eventually pay to acquire unhappy customers. Scale in steps that match capacity and subcontractor access.
Build margin-aware media plans
We model spend against revenue, lead quality, and what your team can deliver.
Book a plan review