The Ecommerce Playbook Podcast

Hosted ByTaylor Holiday & Richard Gaffin

2020 transformed the world of ecommerce forever. For the modern DTC brand, the rewards have never been greater. But the waters have also never been choppier, and the way forward has never been more uncertain. So how do you navigate this dangerous new reality? No matter how you do it, you’d better not do it alone. That’s where the Ecommerce Playbook Podcast comes in — join Common Thread Collective’s Taylor Holiday & Richard Gaffin as they bring you guiding insights from across CTC’s portfolio of growing DTC businesses. Whether you need a clear view on the macro issues affecting the world.

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The Ecommerce Playbook | Data + Methodology + Operator: How We Build Capacity

March 19, 2026 The Ecommerce Playbook Podcast 00:20:00
The Ecommerce Playbook Podcast
The Ecommerce Playbook Podcast
The Ecommerce Playbook | Data + Methodology + Operator: How We Build Capacity
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Every brand wants more capacity from their growth team. Most try to solve it by adding people or plugging data into ChatGPT. Neither works.

In this episode, Luke breaks down the 3-layer infrastructure behind the Prophit Engine that actually creates capacity:

Layer 1: The Database

Order-level, finance, marketing, and cost data aggregated in one place. Living in the context of your targets and forecast, not just historical performance. Informed by a data set across hundreds of brands and billions in GMV.

Layer 2: Methodology & Context

The layer most people skip. Drop a Statlas dashboard screenshot into an LLM with no context and you get useless output. Layer in CTC’s hierarchy of metrics, outlier methodology, and 12 years of pattern recognition across the DTC landscape and the output transforms completely.

Layer 3: The Tech-Enabled Operator

The Prophit Engineer sits on top of both layers. Not just a person with a dashboard. A person with aggregated data, informed methodology, and AI tooling that multiplies their capacity to make decisions and execute in real time.

This is why one Prophit Engineer outperforms a traditional 4-person growth team. The infrastructure does the heavy lifting. The operator makes the decisions.

Show Notes:

  • Axon is offering $5K ad credit when you spend $5K. Go to https://axon.ai/en/ctc to set up your first campaign.