Ecommerce Playbook: Numbers, Struggles & Growth

One of CTC's earliest hires just returned after years away. He left to build his own media agency, acquired a major email and retention agency, then co-founded a beverage company where mastering subscription economics was the only path to survival. Now he is back, and the skills he forged along the way make him a different kind of asset for 7-to-9-figure ecommerce brands than when he first walked in the door.
Our guest today is a returning member of the CTC family — a media buyer turned agency founder turned beverage entrepreneur, now rejoining as a senior leader focused on retention strategy, media, and industry events. Find out who it is in this episode.
Topics covered:
The original CTC hiring story and what early platform arbitrage taught him about finding edges

Why he left CTC and what he set out to prove by building his own agency

Acquiring a top email and retention agency and what running lifecycle marketing for real clients taught him

Co-founding a beverage company and what subscription economics looks like from inside a real P&L

Why Statlas and CTC's current scale made returning the obvious move

The financial forecast connection: why email revenue expectations must be tied to the paid calendar

Where offer-to-ad-to-landing-page continuity breaks down at most brands

Deep storytelling vs. volume tactics: a real example of what actually drives conversion

Active vs. lapsed customer strategy and the economics of subscription reactivation

Commerce Roundtable events and Hyrox Anaheim Dec 3-4

Show Notes:
Go to http://outersignal.com/thread to get 50% off your first two months

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

CTC's Marketing Moments service is built to create new revenue spikes for 7-figure brands through structured offer testing, targeted landing pages, and high-volume creative. In this episode, host Richard Gaffin sits down with Roberto Fink, Profit Engineer at CTC, to break down exactly how the service works and why every brand that has signed up has seen at least one meaningful unlock.
In this episode:
What Marketing Moments is and the COAL framework behind it (Content, Offer, Acquisition funnel, Landers)

What each brand gets: 2 marketing moments per month, 1 landing page + 20-25 creatives each

How the program evolved from calendar-event hooks to evergreen offer testing year-round

The 100% hit rate: every enrolled brand has unlocked incremental spend, better efficiency, or higher AOV

Why CTC's view of a brand's P&L and margin profile lets it engineer offers that improve margin AND unlock higher CPA bids

The men's grooming brand that had its first ever profitable summer, with offer campaigns driving 75% of account spend

Show Notes:
Go to https://bit.ly/4cbihFx to Claim $25,000 in Lutiq platform credits

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

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.
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.
Topics covered:
What a Profit Engineer does every morning (and why contribution margin comes first)

The 3 forecasting models inside Statlas: Spending Power, Retention, and Event Effect

How to diagnose a volume problem vs. an efficiency problem

The 4 levers of paid media: Creative, Offers, CRO, and Marketing Moments

How Statlas Jams work and why collective knowledge across 170+ brands matters

Base plans vs. stretch goals and how to beat the model

What separates CTC from agencies that promise big and deliver small

CTC stat: $3B in GMV managed, within 3% of forecast target, 40%+ contribution margin growth, 30%+ revenue growth (2025).
Show Notes:
Q4 waits for no one. AppLovin is offering $5K ad credit when you spend $5K. Go to https://applovin.com/en/ad-experience?referralCode=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

In this episode Luke breaks down the complete CTC email methodology as part of the Canon series. This is the framework CTC uses to build email programs that generate a median of 22% of total store revenue, with the scaffolding to push well beyond that for brands operating at the highest level.
What you will learn:
Why an email plan is a revenue forecast commitment, not a content calendar

The three-act framework: hit the forecast, expand volume, add segmentation

All 10 core flows and how to tier them by priority

The 4 campaign types CTC uses and when to deploy each

Moment orchestration across standard days, promo days, launch days, and sales events

Why revenue per recipient decays with volume but total profit keeps growing

Engagement and lifecycle segmentation dimensions and how to combine them

Attribution settings: 3-day click, exclude opens

The Statlas Email Plan and how it connects email to the revenue forecast

Key stat: Email delivers 22% of total store revenue (median) across CTC-managed brands, with range from sub-10% all the way to 65%.
Show Notes:
Visit eCapital  to see how much working capital you may qualify for: https://bit.ly/4xO3VDd

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

Richard and Luke (newly promoted President at CTC) break down why channel diversification is no longer optional for 8-figure ecommerce brands heading into Q4 and what creative diversification actually means when you need 1,000-plus ads per month from 100-plus creators. This episode covers the exact tools, platforms, and testing frameworks that changed CTC's position on scaling beyond Meta and Google.
What we cover:
Why CTC reversed its position on channel diversification

How Statlas automation now pushes thousands of ads per month

Why geo holdout incrementality testing is now in-house at CTC

Creative diversification as production source diversity, not format diversity

The 3-4 production source minimum before Q4

Why 3% of ads drive 80-plus percent of spend

Finding your top 20-30 creators before the September window closes

AppLovin, TikTok GMV Max, and YouTube Demand Gen entering Q4

CTC's Mountain partnership for Connected TV geo holdout testing

Key stat: 3% of ads drive more than 80% of spend. Find your outliers before Q4 locks in.
Show Notes:
Go to http://outersignal.com/thread to get 50% off your first two months

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