Chronicle · Est. 2023
The Brands You Watch. The Numbers They Hide.
Issue #47 · Tuesday, Feb 25, 2026◆This week: The CAC inflection that ended a $60M DTC darling — and the three signals that appeared 9 months before the collapse.
Trusted by 14,200 DTC operators, brand strategists, and consumer investors
The Problem With DTC Coverage
Most DTC journalism is press releases wearing a byline.
A brand raises a Series A. The trade press runs the deck. Founders celebrate. Eighteen months later, the brand is quietly doing 40% off sitewide and the CAC has tripled. Nobody writes that story — because nobody had the data.
Chronicle does. Every issue starts with a brand in the headlines and works backward through the numbers: the cohort that churned, the channel that broke, the margin that was never there. The kind of analysis that takes a spreadsheet and a few hours of uncomfortable arithmetic.
"What happens when you apply real data to brand narratives? The stories that looked like wins start to look like warnings."
What Each Issue Contains
The Brand Autopsy
One DTC brand, fully dissected — launch metrics, growth inflection, and where the unit economics broke.
The Data Layer
Three charts most founders never publish: churn curves, CAC by cohort, and contribution margin over time.
The Signal
One actionable takeaway for operators, one for strategists, one for analysts underwriting the next round.
Past Issues
The Work, Not the Pitch
Three past issues, partially redacted. Enough to show the method. Subscribe to read the full analysis.
The Comfort Tax: How Allbirds Priced Itself Out of Its Own Repeat Customer
Repeat Purchase Rate by Cohort (Quarters)
Key Finding
Repeat purchase rate dropped from 34% to 19% in 18 months. The culprit wasn't product — it was a $20 price increase on the Wool Runner that broke the impulse reorder threshold.
"I'd been assuming our CAC problem was Meta. Chronicle showed me it was a pricing decision we made in Q3 2024."
The Subscription Mirage: When MRR Looks Healthy and LTV Is Already Gone
Subscriber Retention Curve (Months Post-Acquisition)
Key Finding
Bobbie's subscriber churn at month 4 was 3× the industry benchmark. Their LTV model assumed 14-month average tenure. Actual cohort data showed 6.2 months.
"We were modeling LTV the same way every agency told us to. Issue #38 made me rebuild the entire model from cohort actuals."
Hardware Gross Margin Is a Lie Your Investors Helped You Tell
Gross Margin vs. Contribution Margin by Quarter
Key Finding
Oura's reported 65% gross margin excluded $18 of per-unit warranty cost and $9 of returns processing. True contribution margin on the Ring 4: 41%. The subscription revenue is what makes the economics work — and it took 16 months to activate.
"I passed on a hardware DTC deal after reading this. The founder's model had the same blind spot Chronicle identified in Oura."
Readers
"The only newsletter I open before my morning standup. It changed how I read a P&L."
"I sent Issue #31 to my entire investment committee. We passed on the round. We were right."
"Chronicle sees the numbers brands bury in footnotes. My agency pitches are sharper because of it."
Issue #47 Ships Tuesday
Read the numbers
behind the headlines.
The next issue dissects a brand every operator in the room has cited as a benchmark. The data tells a different story.