Marketing & Customer Growth
Use a structured workflow for channel experiments, budgeting, conversion, measurement, and customer economics.
Complete the stages in order or focus on the current decision. Channel outcomes depend on audience, offer, execution, and measurement; modeled values are estimates, not promises.
STAGE 01
Choose one audience, one offer, and one measurable action. Record the baseline, target, campaign window, and constraints before selecting channels.
STAGE 02
Treat each channel as a testable hypothesis. Use the channel comparison planner to model separate budgets, lead costs, and conversion assumptions side by side. Separate organic distribution from paid spend and define the content format, cadence, owner, and learning goal.
STAGE 03
Translate the target into leads and an indicative budget using explicit conversion and cost assumptions. Model channels separately where data permits.
STAGE 04
Compare acquisition spending with customer value and order economics. Use consistent time periods and distinguish revenue from gross profit.
STAGE 05
Create content drafts and a review cadence, then compare observed results with the original hypothesis. Keep human approval before publishing and validate platform-specific requirements.
Record the assumptions before launch, use consistent tracking, and compare actual results with the intended audience and conversion action. Do not treat reach or engagement alone as proof of customer acquisition. Content preparation can be assisted, but review and approve posts before publishing.
For planning and educational purposes. Results depend on actual audience response, channel conditions, offer quality, sales execution, and measurement practices.
