Ecommerce Playbook: Numbers, Struggles & Growth

You're spending $20 per ad and it's not working. You think you need more creative volume. But the real problem? You don't have your customer journey figured out.

In this episode, Joy Sharma breaks down why 7-figure brands get stuck, and it's almost never a creative problem. He shares the exact formula CTC uses to diagnose and fix growth for emerging brands, and why testing inside marketing moments (not evergreen) changes everything.

The Formula: (Landing Pages + Offers + Creative) ^ Customer Journey ^ Moments
What You'll Learn:
Why 8-figure brands seem to have "better ads" (they don't, they have better offers)
The AOV vs Conversion Rate graph that tells you if you're winning or losing
Why you should NEVER test offers in evergreen
The 4-peak monthly strategy for 7-figure brands
How to use marketing moments as free testing containers
Why CRO doesn't matter until you hit ~$30M
Show Notes:
Go to https://www.chargeflow.io/ and use CF30 to recover chargebacks free for 30 days.

Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine

The Ecommerce Playbook mailbag is open — email us at [email protected] to ask us any questions you might have

In today's episode Taylor walks through a live Statlas demo showing why AI tools hallucinate when they lack business context. He shows how the same data produces wildly different (and wrong) recommendations without a methodology layer, then demonstrates how CTC's hierarchy of metrics framework transforms AI from unreliable to actionable.
This episode also covers why Meta's Advantage+ tools are designed without a point of view, and what that means for brands relying on them.
In this episode:
Why Meta's Advantage+ has no underlying methodology

Live demo: AI hallucinating on a Statlas dashboard

How providing context (the hierarchy of metrics) fixes everything

Why contribution margin should be your AI's north star

The "squeezing the sponge" trap of single-objective optimization

Why CTC's context layer is a structural advantage

What founders need to clarify before AI can help them

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 [email protected] to ask us any questions you might have

Taylor sits down with Austin Harrison, founder and CEO of Northbeam, to announce an official partnership between CTC and Northbeam. After years of public debate about attribution, they've found common ground: bringing enterprise-grade measurement to 7-figure DTC brands.
In this episode, Taylor and Austin discuss their history, what's evolved in measurement, and how CTC will deliver Northbeam's deterministic attribution data through Statlas.
Topics covered:
The origin story: from intellectual sparring to partnership

How MTA has evolved with clicks + deterministic views (C+DV)

Why 7-day click windows are insufficient for most brands

First-party data and new vs. returning customer identity resolution

How Northbeam data integrates directly into Statlas

Why service models can serve SMBs where software pricing can't

Incrementality testing and the path to get there

The mission: enterprise-grade tools for 7-figure brand

Key stat: Meta's longest DTC attribution window (7-day click) is structurally insufficient for brands with long consideration cycles or high AOVs.
Show Notes:
Go to https://www.chargeflow.io/ and use CF30 to recover chargebacks free for 30 days.

Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine

The Ecommerce Playbook mailbag is open — email us at [email protected] to ask us any questions you might have

What happens when a home flipper and an aspiring doctor decide to start selling lights during a pandemic? You get Lighthouse Co a curated lighting and home goods brand with 20,000+ SKUs, serving designers and homeowners across Canada and the US.
In this episode, Brian Sakansky sits down with Lighthouse Co co-founders Sarah and Jason at CTC HQ in Southern California. They break down the real story behind building multiple businesses from scratch, from custom cabinetry to curated ecommerce to building their own ERP software (ManuLink, all without formal training in any of it.
What you'll learn:
How Lean methodology transformed a small cabinetry shop into a scalable operation

Why Lighthouse Co gives every employee 30 minutes of paid time daily to improve one process

The customer service principles that built their reputation (and why they fire vendors who don't match them)

How they're navigating tariffs, economic uncertainty, and cross-border commerce in Canada and the US

What it's really like running multiple businesses as a married couple

Why their new ERP software was born out of necessity, not a business plan

Show Notes:
See how Attentive helps connect people and the brands they love.: https://bit.ly/4ag8oEJ

Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine

The Ecommerce Playbook mailbag is open — email us at [email protected] to ask us any questions you might have

Steve Rekuc, Director of Data at Common Thread Collective, joins Richard to break down the Q1 2026 vs Q1 2025 year-over-year data from the DTC Index.
The headline: Meta spend is up 25% year over year while ROAS only degraded 3%. Google ROAS actually increased 12% despite higher spend. The platforms are getting more elastic.
In this episode:
Total revenue up 13.6% YoY with more coming from returning customers

Meta spend up 25.28% with only 3% ROAS degradation 

Google ROAS up 12% with 3.65% more spend

Why AI-driven ad delivery is making both platforms better

CPMs are up but click-through rates are improving

The DTC Index data set: 200-300 stores, proprietary consumer confidence metrics

Consumer confidence: future purchase sentiment and hope for the economy

How the DTCCI (DTC Consumer Confidence Index) predicts spending elasticity

Show Notes:
Go to https://www.chargeflow.io/ and use CF30 to recover chargebacks free for 30 days.

Explore the Prophit Engine: https://commonthreadco.com/pages/prophit-engine

The Ecommerce Playbook mailbag is open — email us at [email protected] to ask us any questions you might have