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Testing & scaling

Plan your next growth cycle

Bring launches, inventory, creative capacity and budget decisions into one plan.

Article2 min readAdvanced
What you’ll walk away with

A growth calendar with dependencies, decision owners and review points.

01

Start with the operating constraints

Review stock availability, fulfillment, product readiness and creative capacity before setting a campaign date. Include customer communication and site changes in the same plan.

Agree on the business result you are working toward and the cost definition used to assess it. Record the assumptions behind the plan, including any missing data.

02

Make dependencies visible

Work backward from the intended customer experience. A launch may depend on a product page, samples, approved creator assets, a tested checkout and a ready audience.

  • Assign an owner and deadline to each dependency.
  • Set a review point before additional spend is committed.
  • Define conditions for reducing, pausing or expanding the test.
  • Keep a contingency for delayed inventory or production.
03

Review the marginal decision

Past average performance does not tell you exactly what the next budget increase will produce. Change spend in deliberate steps, monitor the relevant outcomes and record changes in the market or offer.

Use experiments and, where data and assumptions support them, broader measurement methods to improve the decision. Keep operational readiness and customer experience in the review alongside marketing metrics.

Put it into practice

Your next steps

Use this checklist as you work through the guide.