In this episode of The Orita Podcast, Aaron Schwartz sits down with Taylor Holiday, Founder & CEO of Common Thread Collective, to talk about the hardest and most important shift in ecommerce right now: moving from chasing growth at all costs to engineering profitable, predictable outcomes.

Taylor has spent 14+ years inside ecommerce, watching the industry swing from “spend more to grow” to “every dollar needs a return.” Now, through CTC, he’s helping brands rebuild their entire operating system, starting not with ads, but with finance, cash flow, and truth.

Together, they dive into:

• Why great marketing is built on financial planning (not the other way around)

• The biggest mistake brands make: accepting unprofitable media as “normal”

• Why most teams run on workflows (“send emails every Friday”) instead of outcomes

• The real constraint: capital allocation and how to decide where your next dollar goes

• Why attribution (especially in email) is still broken and inflates false confidence

• Incentive design: how bad KPIs create bad behavior across entire teams

• The shift from agency “execution” to owning the definition of success

• Why most ecommerce brands don’t understand their own costs (and how that kills them)

• The evolution of pricing: from % of spend to fixed fees to outcome-based models

• AI’s real impact: turning “company as people” into “company as code”

• Why the future operator is a “profit engineer” sitting on top of AI systems

• The harsh truth: most brands don’t know what they actually want and it shows in their data

If you’ve ever felt like your growth is disconnected from your P&L, your team is optimizing the wrong metrics, or your marketing is just “doing things” instead of driving outcomes, this episode will hit hard.

👥 Meet the guest

Taylor Holiday, Founder & CEO at Common Thread Collective

🎙 Hosted by

Aaron Schwartz, Co-Founder & Co-CEO at Orita.ai

🎧 Chapters

[00:00] Profit Engineering: Why “Growth at All Costs” Is Dead

[02:10] The System That Turns Marketing Into Predictable Profit

[05:13] Stop Guessing: How Real Brands Actually Use Data

[08:15] The Hard Truth: Growth Requires Short-Term Pain

[11:00] Turning Ideas Into Execution (Without Relying on People)

[13:43] Clients Want the Wrong Metrics: Here’s the Problem

[16:34] The Ecommerce Business Model Is Breaking (And Evolving)

[19:17] Pay for Results or Don’t Pay at All?

[23:27] Ecommerce Has a Data Problem No One Wants to Admit

[25:27] Why Most Founders Make Bad Business Decisions

[26:19] The Silent Killer: Losing Money on Media (And Calling It Growth)

[29:36] Stop “Doing Tasks.” Start Driving Outcomes.

[30:51] Email Metrics Are Lying to You

[34:43] Your Incentives Are Broken (That’s Why Nothing Works)

[39:05] Why the Real Opportunity Is Sub-$5M Brands

[41:14] The Amazon Playbook: Win by Giving Away Value

[45:32] The Only Metrics That Matter (And Why You’re Using the Wrong Ones)

🌐 Check out Orita.ai for more episodes of The Orita Podcast, where we sit down with the most interesting operators, marketers, and founders in e-commerce to talk about what’s working right now. Hosted by the Orita team. Orita uses machine learning to help brands send smarter, more profitable marketing, by figuring out who actually wants to hear from you and when.

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