Ecommerce Playbook: Numbers, Struggles & Growth

Common Thread Collective

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 of ecommerce, or want to reorient your business around groundbreaking new big-picture strategies, Taylor & Richard are here to help answer the tough questions about what it takes to scale — and sustain — an ecommerce business.

  1. 1D AGO

    5 Questions That Drive 80% of Your Growth

    Every ecommerce growth team spends the majority of their time answering the same five questions. The problem? Most brands answer them with disconnected tools, siloed teams, and spreadsheets that have nothing to do with the actual marketing levers they can pull. In this episode, Luke breaks down the five questions that account for 80% of your marketing team's work - and how the Prophit Engine answers all five inside a single system: What should my forecast be, and what does each channel need to deliver? What's the optimal spend allocation across channels? How much creative output do I actually need? What's the right full-funnel Meta strategy and daily optimization workflow? Where's the gap vs. forecast, and what specific action closes it today? For each question, Luke walks through how brands typically answer it (disconnected finance forecasts, historical budget splits, gambling on creative volume, manual ad building, weekly business reviews) - and how a unified system replaces all of that with daily clarity. Show Notes: See how their guarantees work at https://redstag.com/ Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    42 min

  2. 3D AGO

    The Growth System for Brands Under $1M

    CTC has never had a service offering for brands below seven figures. That changes today. Prophit Engine Lite is for any Ecommerce brand with established revenue below $1M annually. If you're past the startup phase, running ads, generating sales, and trying to figure out how to grow profitably, this is built for you. In this episode, Richard walks through exactly what PE Lite includes: Step 1: Connect every data source to Statlas. Marketing data, store data, COGS, shipping costs, fixed expenses, promo schedule. Everything in one place. One source of truth. Step 2: Build a custom 12-month forecast model. What happens if business continues as usual? What needs to change to hit your goals? Where are the gaps? The model shows you. Step 3: Growth guidance from a Prophit Engineer. Monthly sessions where your PE guides you through what to do next. What levers to pull. Where to allocate budget. What to stop doing. Plus: Weekly cohort Q&A with Joy Sharma (Head of PE7 Accelerator). Learn alongside other founders in similar positions. Pricing: $1,500 onboarding (data integration + model build) $500/month after (month-to-month, cancel anytime) 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. Explore the Prophit Engine Lite: https://meetings.hubspot.com/richard-gaffin The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    11 min

  3. MAR 26

    In-House Creator, Outsourced Management: The New Creative Model

    Most brands are stuck in a cycle: source UGC creators, send product, hope the content is usable, repeat. The hit rate is low, the management is painful, and the content lacks consistency. Adrianne breaks down a different model: a dedicated in-house creator, fully managed by CTC. What this episode covers: Why one dedicated creator outperforms a rotating roster of 50 UGC creators How CTC matches creators to brands based on lifestyle, aesthetic, and audience fit The three boxes every brand needs checked: high quality, high volume, high diversity How the same creator face showing up across formats (ASMR, product walkthrough, day-in-the-life, green screen) builds trust Real examples: East Coast apparel brand matched with a creator who lives by the water, and a high-end furniture brand where gifting product is a $10K gamble How this feeds the PE creative demand model  The surround sound strategy: same person, wildly different formats The dedicated creator model delivers the authenticity of UGC with the consistency and volume of an in-house team.. Show Notes: See how their guarantees work at https://redstag.com/ Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    27 min

  4. MAR 24

    The Ruthless Forecast: How We Hold 7-Figure Brands Accountable

    Most 7-figure brands are stuck in the same loop. They've outgrown guesswork but can't justify a $15K/month agency retainer. Every dollar has to work, and there's no infrastructure to know if it is. Joy Sharma breaks down how the Prophit Engine system adapts for brands in the 7-figure range. What this episode covers: Why "just use AI" doesn't replace the PE - the difference between general advice and accountability backed by 12 years of data The 3 core services: forecasting, strategy, execution - all in one operator Why creative strategy lives inside the PE (and why that's controversial) The "ruthlessness of the forecast" - how modeling drives every decision Creative scoring: why making more ads doesn't help if they all look the same to Meta How the growth strategist connects creative to the marketing calendar, not just to ROAS Units of growth: marketing calendar, creative, landing pages, offers The Prophit Engine 7 uses the same methodology, same data models, and same system as the full PE8 - calibrated for the stage your brand is at. The PE doesn't replace your internal team. It gives them the infrastructure they've been missing. Show Notes: Visit https://postscript.io/ to turn your replies into revenue. Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    31 min

  5. MAR 19

    Data + Methodology + Operator: How We Build Capacity

    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. Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engineTheEcommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    20 min

  6. MAR 17

    The 3 Accountability Rules That Drive 108% YoY Growth

    Most brands have a media buyer, a strategist, and a creative lead. Everyone's doing their job. Everyone has a dashboard. But when you ask "are we on plan this week?" you get three different answers. In the episode Luke breaks down the three pillars of accountability inside the Prophit Engine: We create the forecast AND execute against it. No handoffs between planning and doing. One person owns the entire workflow. Every lever is at their disposal, from media mix to creative strategy to Meta campaign builds. Skin in the game. Our compensation is tied directly to hitting your contribution margin target. This isn't about adding more people. It's about collapsing the workflow into one operator with the full picture, backed by infrastructure that handle Show Notes: Visit https://postscript.io/ to turn your replies into revenue. Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    18 min

  7. MAR 12

    How the Prophit Engine Creates Total Clarity

    Most ecommerce brands are making slower, worse decisions than they realize, and it's not because of bad people. It's because of a broken structure. In this episode, Richard sits down with Luke and Tony to break down one of the most important benefits of the Prophit Engine: total clarity. From fragmented data and siloed teams to a single operator with a full end-to-end view of the business, they unpack exactly why consolidation leads to better decisions, faster action, and stronger results. They also walk through a real-world sale that crushed projections, and explain why having three people with three partial views of the same problem is often worse than having one person with the complete picture. In this episode: Why siloed teams lead to degraded decision making The 3 layers of clarity the Prophit Engine provides How a single operator outperformed a multi-person workflow over a live sale weekend Why your Meta media buyer needs to understand your inventory position What the biggest ecommerce opportunity looks like in 2026 The litmus test: How much of your weekly marketing meeting is spent figuring out what's going on — versus actually making decisions to change it? If most of your time is in the first bucket, this episode is for you. Show Notes: Visit Postscript.io to turn your replies into revenue. Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    26 min

  8. MAR 10

    The Profit Engine Explained: How It Works & What It Does

    What if one person could replace your entire ecommerce growth team, and get better results? In this episode Richard and Luke break down exactly how the Profit Engine works and why it's changing the way DTC brands scale. Luke walks through the four core functions every ecommerce brand needs — forecasting & target setting, creative strategy, media measurement, and Meta media buying — and explains how one person, enabled by the right tools and data models, can own all four. The result? A leaner, faster, more profitable growth operation. What we cover: What the Profit Engineer role is and why it exists The 4 data models powering the forecasting system (Spending Power, Retention, Event Effect & Creative Demand) How to build a daily forecast accurate to within 3% of target How the Ad Plan determines exactly how much creative you need and who should make it How Media Mix Modeling (MMM) and geo holdout incrementality testing optimize budget allocation across channels How the "Push to Build" feature launches Meta ads in seconds instead of hours Why reducing time from insight to action is the real unlock for ecommerce growth Everything you need to understand the Profit Engine system — from the data models to the media buying — is in this episode. 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. Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine The Ecommerce Playbook mailbag is open — email us at podcast@commonthreadco.com to ask us any questions you might have

    30 min
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4.9
out of 5
72 Ratings

About

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 of ecommerce, or want to reorient your business around groundbreaking new big-picture strategies, Taylor & Richard are here to help answer the tough questions about what it takes to scale — and sustain — an ecommerce business.

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