Ecommerce Playbook: Numbers, Struggles & Growth

Most ecommerce brands head into Q4 carrying too much inventory and not enough cash, and those two problems are directly connected. In this episode, Richard Gaffin sits down with Anmar Anmar Abdul Jawad, Director of Profit Engineering at CTC, to walk through the Cashmas in July framework, a four-step process for liquidating slow-moving inventory in Q3 so your brand has the capital and focus it needs to win in Q4.
What we cover:
Why brands fall into either an execution gap or a strategy gap with inventory

The real cost of holding inventory, including storage fees and opportunity cost on cash

How cash constraints force brands to pull back spend and miss cohort value

The four-step liquidation process: SKU identification, financial modeling, operating plan, and asset execution

Why sequencing discounts correctly depends on your brand's historical discount behavior

How CTC's portfolio-wide data gives brands an edge on ad angles and creative strategy

Why adding a third party for liquidation adds capacity instead of displacing your evergreen business

Key insight: Brands that are cash-constrained in Q3 have to reduce new customer acquisition spend precisely when efficient CAC opportunities are available. Liquidating inventory early funds the cohorts that drive your Q4 contribution margin.
Ready to run Cashmas in July for your brand? https://commonthreadco.com/pages/cashmas-in-july
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

Stale inventory and thin cash flow are the two things that show up in nearly every Q3 conversation we have with ecommerce brands. In this episode, Richard Gaffin and Randall Thompson break down Cashmas in July, a CTC framework for turning slow-moving inventory into real cash before Q4 bets get expensive.
Topics covered:
Why Q3 is the lull that destroys Q4 setup

The cash event data: $156K Q3 cash generation led to 42% YoY Q4 growth

How to wrap inventory in a narrative instead of slashing prices

What CTC builds in a 30-day Cashmas event (creative, email, media, narrative)

The awareness effect: Q3 ad spend primes Q4 buyers

Why the brands that moved inventory early felt momentum, and the ones who waited felt flat

Key stat: Brands that ran Q3 cash events saw Q4 growth of 42% to 67% YoY. Brands that did nothing averaged -8% to +11%.
Cashmas in July: https://commonthreadco.com/pages/cashmas-in-july
Show Notes:
Your free LTV audit is waiting at smile.io: https://bit.ly/4bKlMCv

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. His claim: if you're stuck at a growth plateau, he can diagnose what's wrong without looking at your ad account. The answer is almost never creative. It's almost never ad structure. It's offer-market fit.
In this episode, Joy breaks down why Facebook's auction works against you as you scale spend, how the AOV-to-CAC ratio determines your ceiling, and why Q3 is the single most important window for 7-figure brands to get this right before Q4.
In this episode:
Why growth plateaus are a business problem, not a marketing problem

How Facebook's auction gets harder as you spend more

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

Why Q3 is the window to solve offer-market fit before Q4 spend ramps

How CTC's Marketing Moments service guarantees incremental revenue

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

Key insight: Creative strategy is a volume mechanism, not an efficiency mechanism. If you're trying to solve a business problem with a marketing solution, that's where 7-figure brands 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

Meta has fundamentally changed how it targets and delivers ads, and most brands are still operating on the old rules. In this episode, CTC's VP of Paid Media Tony Chopp breaks down the CTC Methodology for Meta advertising: why creative is now the targeting, how Meta's Andromeda and GEM systems make decisions no human operator can match, and the counterintuitive principle that defines how our profit engineers manage accounts every single day.
Topics covered:
How Andromeda and GEM replaced audience-first targeting

The breakdown effect and why historical ROAS doesn't predict future ROAS

Campaign structure: evergreen vs. marketing moment campaigns

Signal quality, CAPI integration, and event match quality scores

Budget liquidity and why day-to-day spend variance is a feature, not a bug

The four-phase framework for solving underspend

Why turning off ads is the single most common mistake brands make

Key stat: Meta's Andromeda enables a 10,000x increase in model capacity per impression opportunity.
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

Your platform ROAS is not the truth. It's a story your attribution tool tells you. Luke Austin, breaks down exactly how CTC approaches marketing measurement — and why the gap between platform-reported numbers and actual incremental revenue is where most brands make their worst capital allocation decisions.
This is Part 3 of the CTC Canon Series — our codified methodology across the core disciplines of ecommerce growth. In this episode, Luke covers the full measurement framework: why geo holdout tests are the gold standard, how CTC's database of hundreds of incrementality tests gives every new brand a head start, and what it means to build "progressive truth" over time instead of chasing a single source of truth.
Topics covered:
Why media efficacy is always in flux — and why any system that treats it as fixed is lying to you

The measurement gap: reality vs. fiction, and how to move closer over time

Geo holdout tests explained — how they work, why they're the gold standard

CTC's incrementality benchmarks by channel: Facebook acquisition (1.14x iROAS), Google Branded (0.27x iROAS), and more

Why Google branded search dramatically over-reports ROAS

How iROAS normalization enables true apples-to-apples channel comparison

The three-stage framework: aggregate benchmark, individual test, accumulated median

Why iROAS is always subordinate to contribution margin

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