Sample · The Constraint Report

The bottleneck is the second order.

Founder-led DTC brand, consumable apparel product, around $2M a year, growing on paid. Diagnosis of two weeks, read-only access to store, email platform, ads and analytics. Anonymized. The numbers are the real ones from the diagnosis; the brand is not named. This is the shape every Constraint Report takes: one question, the evidence, one answer, the order of work.

1. The question you asked

"We have the creative and the ad accounts are working. How do we get more customers without the cost per customer running away?"

That is the question almost every growing brand asks. It assumes the limit is at the front door. This report tests that assumption before anyone spends against it.

2. What was looked at

• Every order and every buyer in the store since launch, to get lifetime orders per buyer without relying on any tool's attribution.
• Email revenue and list size straight from the email platform, next to the numbers in the briefing.
• Ads accounts end to end: what each platform is told a customer is, and what it optimizes toward.
• Contribution margin after product, shipping and media, rebuilt from the store's own costs instead of the figure in the plan.

3. The instruments were off before the diagnosis started

None of these three is the bottleneck. They matter because every decision on top of them was a guess. The plan was aiming at email as the weak spot. Email was one of the strongest parts of the business.

4. The number

About 8% of customers have ever placed a second order. On a product that wears out and gets replaced, that is the ceiling on the whole business. Every euro spent on a new customer bought, on average, one order. The dashboards showed the ads working, and they were. They did not show what happened after the first order, because nobody had asked for that number.

5. The bottleneck, named

Retention. The brand has a strong acquisition engine and almost no second purchase. Spending more at the top would have made the same problem more expensive. The plan stops being more angles and becomes the second order.

Two things that looked like the problem, and are not:

• Acquisition. Brand search returns ten to twenty times its spend and a bundle lifted average order value from roughly $51 to $79. Nothing here needs fixing first.
• Email tooling. The flows are built and live. What is missing is a reason to come back and a moment to ask, not another automation.

One open risk: the bundle that lifted order value front-loads consumption. It may be quietly suppressing the replenishment rhythm that retention depends on. Test on contribution margin, do not assume.

6. The order of work, first 90 days

1. Fix the measurement. First-to-second-order rate, 90-day repeat rate, contribution margin per product and per bundle. Two weeks. Nothing else gets prioritized before this is on one screen.
2. One number to steer on. Orders per buyer, feeding into contribution margin. Baseline set live from the store, not from the plan.
3. The retention engine. A founder-led post-purchase flow with the real story on camera, a replenishment nudge at 60 to 90 days, and a reactivation sequence to the 38,000 people who already bought. Near-zero media cost.
4. Keep acquisition as its own engine. No discounting into the premium story. Margin freed by returning customers goes to seeding and creators, not to more spend on the first order.
5. Cadence. A Monday call, a monthly scorecard, a quarterly gate, built around the founder's actual week.

7. How you will know it worked

Lifetime orders per buyer moves off 1.08 within two quarters, measured on cohorts, not on blended revenue. Contribution margin grows while media spend stays flat. If neither moves, the diagnosis was wrong and this report says so.

What is not in a Constraint Report: forty improvements, a channel audit, a benchmark deck. One bottleneck, the evidence, and the order to fix it. Your team runs the plan; that is the point.