500 episodes listed below
DTC growth strategy with the math left in.
Ecommerce Playbook treats growth as an operating system, not a mood board. Episodes move through forecasts, creative calendars, AI, data, and profit-engine models with a bias toward measurable action.
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Ecommerce Playbook is a strategy-heavy show about how modern ecommerce brands actually make growth decisions. Its center of gravity is not inspiration. It is operating clarity. Across recent episodes, the show keeps returning to a blunt premise: creative, forecasting, data access, marketing calendars, and profit accountability cannot live in separate rooms if a brand expects to grow efficiently. That makes the show feel less like founder storytelling and more like a recurring internal memo from an ecommerce advisory team. The pacing is brisk. A topic is introduced, reframed, narrowed, and then translated into a business consequence. One episode uses AI in ad creative to argue that smaller seven-figure brands should move quickly with existing trends rather than pretend they can create culture from scratch. Another frames growth around five core questions that drive most of a marketing team’s time. The Profit Engine episodes are especially representative, focusing on unified data, methodology, operator capacity, and the reduction of time between insight and action. Forecasting is treated almost morally: the model exists to keep a company from lying to itself. Creative strategy is treated with the same operational pressure. Conversations about in-house creators, repeated faces across multiple ad formats, and marketing-calendar coverage connect creative output directly to conversion paths and commercial timing. The show also spends time on business infrastructure, including data access, SMS purchase moments, and CTC’s partnership with Commerce Roundtable. Sponsor reads are prominent, and the closing moments often turn directly toward Common Thread Collective services. That commercial texture is part of the format rather than a side note. Richard Gaffin provides much of the framing, with recurring Common Thread Collective voices such as Luke Austin and Joy Sharma supplying the models, constraints, and field-level reasoning. The best fit is an ecommerce operator who wants to hear how another team thinks through growth mechanics before making a spend, staffing, or creative call. The show rewards patience with dense explanation. It is not casual ecommerce chatter. It is a running argument for disciplined, data-connected growth.
Made for: Built for ecommerce founders, growth leads, creative strategists, and operators managing DTC brands from early traction through seven- and eight-figure scale. It suits listeners who want practical models for spend, creative, forecasting, and team structure.
What sets it apart: The show stands out by treating ecommerce growth as an integrated operating system: data, forecast, creative, operator, and decision rights all have to connect. Its strongest episodes turn abstract strategy into budgets, calendars, accountability, and specific actions.
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 & Rich…
Based on 6 episodes we listened to · September 2026
Detailed operating models connect ecommerce forecasts, advertising decisions and contribution margin to the choices that determine profitable growth.
Ecommerce Playbook: Numbers, Struggles & Growth keeps asking what an ecommerce operator should do once growth ambitions meet the economics of the business.
A ruthless forecast walks into your growth plan and asks where the contribution margin went.
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Short reviews from the PlayNext desk, based on the episodes we processed.
A clear-eyed case for forecasts that force growth plans to justify themselves.
Forecasting, in this PlayNext review, comes across as a discipline for avoiding convenient stories about growth. The conversation treats a forecast as a shared view of what will happen if the business keeps operating as it is, then challenges broad ambitions like doubling…
A grounded look at ecommerce capacity as a mix of context, access, automation, and human judgment.
Capacity in ecommerce is framed here as less of a staffing question and more of a data method problem. The episode follows Richard Gaffin and Luke Austin as they map out the logic behind a profit engineering system, where data only starts to matter once it is placed inside a…
The Profit Engine argues that shared data clarity can help operators fund the right campaigns faster.
The Profit Engine makes its case by tying validated data to the moment an operator has to decide where money should move. Tony and Luke present it as a connected system for revenue, marketing costs, and forecasting data, then bring the point down to unit economics: when…
A clear map of how forecasts, customer cohorts, and marketing events become daily e-commerce decisions.
This episode frames profit planning for direct-to-consumer e-commerce as an operating workflow, not a once-a-month spreadsheet exercise. Monthly forecasts are translated into daily targets, then connected to creative strategy, ad production volume, media measurement,…
A clear-eyed review of DTC's shift from funded growth to free-cash-flow discipline.
This single-episode review gives PlayNext a sober read on the end of easy DTC growth. It ties COVID-era capital abundance to the harder skills brands now need as funding tightens, with rising acquisition costs, weaker COGS, and softer demand setting the pressure.
A Q4 forecasting case argues that lower ad spend can sometimes produce higher contribution margin.
The episode looks at a Q4 planning question where instinct can get expensive: how much an ecommerce brand should spend, and how many ads that budget will need.
Practical commerce talk for real operators.
Practical business thinking, one interview at a time.
Shopify growth through the operator’s lens.
Practical Etsy fixes for real sellers.
Richard Gaffin and Luke Austin of Common Thread Collective present a case study where their spending power and creative demand models radically altered a client's Q4 strategy.
Taylor Holiday of Common Thread Collective presents a thesis on the evolution of DTC e-commerce through distinct eras.
A live demo of forecasting Q4 revenue and profit under tariff scenarios using dynamic P&L modeling.
Kyle Yeoman says Groove Life will limit its 2026 discount to the Wednesday-before-Black-Friday week instead of running a November-long sale.
Joy Sharma discusses how seven-figure businesses should leverage AI in ad creative by latching onto trends and filling their marketing calendar to win.
Jimmy Kim and host discuss the origin and partnership between CTC and Commerce Roundtable, emphasizing the value of in-person events in e-commerce.
This episode discusses five key questions that drive 80% of marketing growth work and how to answer them effectively.
Richard Gaffin announces the launch of Profit Engine Light, a system for e-commerce brands under $1M in revenue, on the E-commerce Playbook podcast.
Richard Geffen and Adrian Barkley discuss the benefits of using in-house creators with outsourced management for consistent, diverse ad formats that drive purchase decisions.
Forecasting starts with refusing to flatter the plan.
A screenshot of Statless without the context layer gives Claude “a very unhelpful output,” but the dashboard changes with a methodology layer.
Richard Gaffin, Luke Austin, and Tony Chop explain how Common Thread Collective’s profit engine connects forecasting, contribution margin, inventory, cash, creative, and media data for ecommerce decisions.
Richard Gaffin and Luke Austin of Common Thread Collective explain Profit Engine as a system combining forecasting, creative strategy, media measurement, and Meta media buying for direct-to-consumer ecommerce brands.
Brian Sikanski discusses how forecasting provides structure and focus to prevent cash bleed and improve business trajectory in e-commerce.
Tony and Steve discuss how to set aggressive Meta ROAS targets before Black Friday, considering conversion lag and consumer sentiment.
Richard Gaffin and Luke Austin discuss the three tiers of scenario planning—board, budget, and bonuses—for e-commerce forecasting during the BFCM period.
This episode discusses how to plan and track hourly spending for Black Friday and Cyber Monday, emphasizing that customer behavior is fixed and brands should focus on building relationships.