Ecommerce Playbook: Numbers, Struggles & Growth

The Growth System for Brands Under $1M

Mar 31, 2026
A walkthrough of a three-step growth system for ecommerce brands under $1M. Centralizing all data into one dashboard. Creating a custom 12-month forecast to reveal gaps and next steps. Ongoing monthly coaching and cohort Q&A to guide execution and budget decisions.
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INSIGHT

Firefighting Prevents The Very Planning That Solves It

  • Small ecommerce founders spend too much time firefighting to build the plan that would stop the fires.
  • Richard Gaffin explains that building a plan is the only thing that ultimately resolves recurring operational fires for early brands.
ADVICE

Unify All Data Into A Single Source Of Truth

  • Connect all business data into one place to create a single source of truth for forecasting and decisions.
  • Richard Gaffin uses Statlas to pull marketing, store, COGS, shipping, fixed costs, and promo schedules into one model.
INSIGHT

Modeling Is A Roadmap Not A Crystal Ball

  • A forecast model's value is less about perfect prediction and more about creating a roadmap to reach goals.
  • For sub-$1M brands Statlas models may be templated, but they still reveal gaps and required levers over 12 months.
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