Channel mix from first principles, stop copying playbooks

Every quarter, a founder asks us: "how should we split budget between Google, Meta, and SEO?" It's the wrong question. The right question is: what does our unit economics demand from each channel?

Why copying competitors fails

Your competitor has different margins, different LTV profiles, different sales cycles, and a different starting position. Copying their channel mixcopies decisions made under constraints you don't share.

The first-principles approach

Start with payback periodrequirements. If investors want 12-month payback, your channel mixmust skew toward faster-paying channels. If you have patient capital, you can overweight compounding channels like SEOand content.

Next, map channels to funnel stage. Google Search captures high-intent demand. Meta generates demand at scale. SEOcompounds. Email and SMS retain. Each has a role, the question is how much investment each role justifies given your LTV math.

Reallocation, not optimization

• →Quarterly channel review based on incremental ROAS, not blended.
• →Test minimum 10% reallocation to adjacent channels each quarter.
• →Kill channels that can't hit target payback within 6 months.
• →Double down on channels that compound (SEO, email, referral).

The brands that win treat channel mixas a dynamic allocation problem, not a static decision. Budgets shift based on what the data says, not what competitors are doing.

Frequently asked questions

Is this approach right for early-stage companies?

Most frameworks in this space assume a certain level of operational maturity, dedicated team members, established measurement infrastructure, some history of experimentation to build on. Pre-seed and seed-stage companies often lack these prerequisites and need a lighter-weight adaptation. For brands doing under $3M in annual revenue, focus on three or four of the principles that matter most for your specific business model rather than trying to implement the full framework at once. Rigor matters more than coverage at this stage.

How does this work for B2B versus B2C businesses?

The underlying principles around channel mixapply across both contexts, but execution differs meaningfully. B2B strategy typically has longer sales cycles, multiple stakeholders per deal, and consideration periods measured in months rather than minutes. Measurement frameworks need longer windows. Attributionbecomes more complex. The same core strategic logic applies, but the tactical implementation looks different. We've worked extensively in both contexts and can flex the approach accordingly.

What changes when we integrate this with existing systems?

Every implementation requires integration work, systems don't exist in isolation. Analytics platforms, CRM, email systems, ad accounts, BI tooling all need to talk to each other for this to work at scale. Plan for 2-4 weeks of integration work at the start of any implementation. Shortcutting this phase creates data quality issues that compound and undermine the entire program over 6-12 months. We've seen teams skip integration work to move faster, only to spend 6 months later reconciling measurement discrepancies that could have been prevented upfront.

When should we reconsider the approach?

Every 6 months, run a structured review against the principles outlined here. Ask whether the market has shifted meaningfully, whether your business model has evolved, whether competitive dynamics have changed. Frameworks should evolve with context. A rigid commitment to any specific approach, including ours, eventually becomes the problem rather than the solution. The teams that outperform long-term are the ones that update their operating model based on evidence, not the ones that defend past decisions.