For DTC and ecommerce brands where paid built the business — and the math is turning. I rebuild the engine so both sides compound: high-ROAS acquisition and owned channels that bend blended CAC down every quarter.
Auctions got more expensive, attribution got murkier, and the brands that rented all of their reach felt it first. If several of these sound familiar, the problem isn't your budget — it's the structure the budget flows through.
Same creative cadence, same audiences, worse math every quarter. The auction moved; the system didn't.
Most of your revenue arrives through channels you rent. Pause the spend and revenue follows it down — that's a treadmill, not an engine.
Acquisition optimized to the first purchase while payback quietly stretches. Growth that looks fine in ROAS and bleeds in cash.
Every platform dashboard claims the same order. Blended math says otherwise. Budget calls get made on numbers nobody trusts.
The agency optimizes in-platform ROAS. Nobody owns blended CAC, contribution margin, or anything that happens after the click.
Email and SMS underweighted, SEO perpetually 'in progress.' The compounding side of the business never got built.
A public-company paid rebuild, a DTC turnaround to exit, and an owned-channel machine — the same dual-engine system, three different P&Ls.
A public ecommerce company spending heavily through an agency, without the efficiency to match. Brought the account in-house channel by channel in ~90 days, built first-party data and honest multi-touch attribution, and scaled paid to $100M+ per year in attributed revenue — CAC down 40%, LTV up 40%.
The fix wasn't more spend — it was the customer, the offer, and the funnel economics. Operator decisions that turned the P&L in two months and set up the exit.
Built a national category leader where paid is the accelerant, not the foundation — ~225% growth with a lean AI-native team, most of it compounding through owned channels.
An operating role with the number on my head — not an audit deck. Four moves, in order:
First 30 days: CAC by channel, LTV by cohort, payback windows, contribution margin. Not the platform dashboards — the blended numbers the bank account agrees with.
Creative testing cadence, channel mix, and spend optimized against blended CAC and payback — not in-platform ROAS. If an agency transition is needed, it runs in parallel, never a traffic cliff.
Email and SMS carrying their real revenue share, SEO and content that compound, retention economics treated as acquisition's equal. This is what bends blended CAC down every quarter.
In-house team, honest attribution, dashboards the board trusts. The engagement is designed to end; the capability stays.
Enter your website. The diagnostic reads your company and your market the way an operator would — where the funded pain is, what your current marketing is actually selling to, the gap, and what I'd do next. A few minutes; the output is yours to keep.
Almost always the system. Rising CAC is usually a symptom: creative velocity too low, spend optimized to in-platform metrics instead of blended payback, first purchase treated as the finish line, and no owned channels absorbing demand. More budget into that structure buys more expensive revenue. The first 30 days of an engagement establish which of those is actually breaking your math — then the budget conversation makes sense.
Only if the numbers say so. Sometimes the right structure is keeping the agency with an operator above it who owns blended CAC and holds them to business metrics instead of platform metrics. When bringing it in-house is the right call, the transition runs in parallel — at The RealReal it took about 90 days, channel by channel, with no traffic cliff.
The engagement fits brands past product-market fit whose growth math needs resetting — typically somewhere between several million and low nine figures in revenue. Below that, you usually need execution help more than senior operating leadership. The honest qualifier isn't size, it's the situation: if paid built the business and the math is turning, that's the problem this engagement exists for.
They're the same system. A brand that only optimizes acquisition is renting growth; a brand that grows LTV while holding CAC gets compounding. In practice that means cohort-level LTV analysis, email and SMS built to carry real revenue share, and payback windows — not first-purchase ROAS — as the number spend is judged against. At The RealReal, LTV up 40% mattered as much as CAC down 40%.
The diagnosis lands inside 30 days — you'll know where the math breaks and what it costs before the quarter closes. How fast it turns depends on the P&L: at Cubii, a DTC brand losing $40K a month reached profitability in about 60 days, but that fix was economics, not magic. Distrust anyone who promises a number before seeing yours.
Twenty minutes on your numbers. If the math says your current setup is working, I'll tell you to keep it — the diagnosis is honest either way.