Ecommerce Playbook: Numbers, Struggles & Growth 5 Questions That Drive 80% of Your Growth
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Apr 2, 2026 Luke Austin, VP of eCommerce strategy at Common Thread Collective, breaks down five core questions that consume most marketing teams. He contrasts broken forecasting, siloed budgets, creative volume guessing, Meta management headaches, and weekly reviews with a unified Profit Engine that links targets to daily, actionable workflows.
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Five Questions That Drive Most Marketing Work
- Five questions drive ~80% of ecommerce marketing work: forecast, budget allocation, creative output, full-funnel Meta strategy, and daily gap-to-forecast actions.
- Luke Austin frames all marketing decisions and resourcing as downstream of these five core questions.
Forecasts Are Disconnecting Numbers From Actions
- Forecasts often live in finance spreadsheets disconnected from daily marketing actions, causing misaligned levers.
- Luke explains that visitor, conversion, and AOV inputs don't map to real marketing levers like email sends or creative pushes.
Use MMM Then Incrementality To Allocate Budget
- Budget allocation is frequently done by historical splits or MTA, but that can miss big rebalances; MMM plus geo holdout tests give stronger starting points.
- Use MMM to set initial allocations then run incrementality geo tests to refine.