Ecommerce Playbook: Numbers, Struggles & Growth

Every dollar spent on SaaS is a dollar that does not go into ads.
In this episode, Luke Austin sits down with Gil Dyen, Head of Marketing at Rutsu Barefoot, to walk through a real email and SMS platform migration to Omnisend — what drove the decision, what the process actually looked like, and how a 60,000-contact list got fully migrated in under 30 days with less than a working day of direct involvement.
Gil runs marketing at a mid-7-figure DTC footwear brand that has sold 45,000 units in its first 18 months, with a clear mandate: keep SaaS costs lean, reinvest every freed dollar into Meta spend and creative, and build the retention engine that takes the brand from 12% returning customers today to 45% by year three.
Topics covered in this episode:
Why a bootstrapped DTC brand audits its SaaS stack constantly

The two criteria that actually drive platform decisions: cost and time

How Omnisend managed the full migration, from contact database to flow automations

What the QA process looks like after a migration (and how long it takes)

The warm-up mechanics: 9 days to re-engage 60,000 contacts

Why Q4 is the wrong time to switch email platforms (and when to do it instead)

How an ESP migration becomes a flow audit opportunity

CTC's Omnisend integration inside Statlas for forecast-connected email tracking

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

Every forecast is wrong. The question is whether yours is useful.
Luke Austin, walks through the CTC Methodology series opener: a complete operating model for making profit predictable across ecommerce brands. This is not a spreadsheet. It is a four-step system built on 12 years of experience and $4 billion in GMV, combining proprietary data science with daily operational discipline to hit 3% forecast accuracy at scale.
Topics covered in this episode:
Why all models are wrong and what makes the best ones useful

The "tigers not mice" framework for prioritizing what actually matters

Qualitative planning: how a 12-month marketing calendar becomes a mathematical input

The Spending Power (AMER) model and three optimization modes for new customer spend

Cohort LTV modeling: why active vs. lapsed customer distinction changes everything

The Event Effect model: how marketing moments get quantified, not just scheduled

Building a full P&L forecast from customer cohorts up, not channel metrics down

Why contribution margin is the north star metric, not ROAS

Plot, Pivot, Profit: the daily cadence that makes forecasts self-correcting

The "What / So What / Now What" daily operating format used by CTC profit engineers

Results: 3% forecast accuracy across $4B GMV, 32% avg revenue growth, 41% avg CM growth

This is Episode 1 of the CTC Canon Series. The Canon represents CTC's cumulative operating principles across 12-plus years and hundreds of brands, covering forecasting, media buying, creative strategy, email, and media measurement.
Show Notes:
Go to https://bit.ly/4aiEz79 to start your free migration with Omnisend today

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

What if your agency published every opinion, every framework, and every strategy they use to grow your brand? That's exactly what CTC just did.
The Canon is a decade of ecommerce methodology distilled into seven categories: technology, forecasting, marketing measurement, Meta advertising, Google advertising, email strategy, and creative strategy. It's not a pitch deck. It's the actual operating system behind how CTC grows 170+ ecommerce brands.
In this episode, Taylor Holiday walks through why codifying methodology changes everything, how The Canon updates itself through live testing across hundreds of brands, and why the way you evaluate agencies is about to fundamentally shift.
Topics covered:
What The Canon is and why methodology needs to be written down

How CTC's methodology updates in real time through aggregate testing

Why evaluating agencies by individual talent is an outdated framework

The role of AI in deploying institutional methodology at scale

Frontier methodology: catalog strategy, affiliate creative, TikTok Shops

How brands should codify their own methodology for better partner outcomes

Why publishing methodology for scrutiny is a competitive advantage

Show Notes:
Book a free demo at tapcart.com/ctc to learn how brands like Aviator Nation, BEIS, Athletic Brewing, and thousands more are winning with Tapcart

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

Taylor Holiday reveals the system CTC built to deploy 12 years of ecommerce knowledge across every brand they manage. From AI-powered scouting reports for his son's Little League team to the Canon, CTC's institutional playbook, and the MCP database now free for every client.
Topics covered:
How AI + unique knowledge + the right data creates competitive advantage

The Canon: CTC's 12-year methodology written down and codified

Turning tribal knowledge into AI skills that any team member can deploy

The Profit Engineer model and why it works

Why structured data is the moat for ecommerce brands

MCP (Model Context Protocol): connecting your entire data stack to AI

CTC is making the Statlas MCP free for every brand

H2 plans built by the system, reviewed by your engineer

Loops, alerts, and the future of automated diagnosis

Learn more about CTC's creative services → https://commonthreadco.com
Show Notes:
Go to https://bit.ly/4aiEz79 to start your free migration with Omnisend today

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

Joy Sharma runs CTC's PE7 program for mid to high 7-figure brands pushing toward 8 figures. His claim: if you're stuck at a growth plateau and you've tried more creative, new ad structures, and different platforms, we can tell you what's wrong without even looking at your account. The answer is offer-market fit.
In this episode, Joy breaks down why Facebook's auction forces you to compete against increasingly sophisticated players as you scale spend, why the AOV-to-CAC ratio in your industry determines your ceiling, and how CTC's Marketing Moments service guarantees incremental revenue by solving the offer problem first.
In this episode:
Why growth plateaus are a business problem, not a marketing problem

How Facebook's auction works against you at higher spend levels

The AOV vs. CAC framework that reveals who you're really competing against

Why the AOV vs. conversion rate log curve determines your offer's viability

How static images outperform expensive videos when you have offer-market fit

CTC's Marketing Moments service and the revenue guarantee behind it

The sequence that matters: product-market fit → offer-market fit → creative strategy

Key insight: Creative strategy should be a volume mechanism, not an efficiency mechanism. If you're trying to solve a business problem with a marketing solution, that's where businesses go to die.
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