What a Profit Engineer Does Every Day at CTC

<p>Most agencies promise results. Few can show you the system behind them. In this episode, Randall Thompson sits down with Jar, a Profit Engineer at CTC who previously built and scaled a multi-7-figure apparel brand, to break down exactly what the Profit Engineer role looks like day to day.</p><p>From daily contribution margin targets inside Statlas to the 4 levers that actually move paid media performance, this is an inside look at how CTC drives predictable, profitable growth across 7-figure and 8-figure ecommerce brands.</p><p>Topics covered:</p><ul><li><p>What a Profit Engineer does every morning (and why contribution margin comes first)</p></li><li><p>The 3 forecasting models inside Statlas: Spending Power, Retention, and Event Effect</p></li><li><p>How to diagnose a volume problem vs. an efficiency problem</p></li><li><p>The 4 levers of paid media: Creative, Offers, CRO, and Marketing Moments</p></li><li><p>How Statlas Jams work and why collective knowledge across 170+ brands matters</p></li><li><p>Base plans vs. stretch goals and how to beat the model</p></li><li><p>What separates CTC from agencies that promise big and deliver small</p></li></ul><p>CTC stat: $3B in GMV managed, within 3% of forecast target, 40%+ contribution margin growth, 30%+ revenue growth (2025).</p><p><strong>Show Notes:</strong></p><ul><li><p>Q4 waits for no one. AppLovin is offering $5K ad credit when you spend $5K. Go to <a href="http://applovin.com/ctc"><u>https://applovin.com/en/ad-experience?referralCode=CTC</u></a> to set up your first campaign</p></li><li><p>Explore the Prophit Engine: <a href="https://commonthreadco.com/pages/prophit-engine"><u>https://commonthreadco.com/pages/prophit-engine</u></a></p></li><li><p>The Ecommerce Playbook mailbag is open — email us at <a href="mailto:podcast@commonthreadco.com"><u>podcast@commonthreadco.com</u></a> to ask us any questions you might have</p></li></ul>