Intern
What you actually do
Previews and delays. Return test. You are lifecycle ops, not merchandising.
Library / apparel brands / Apparel lives on returns, second purchase, and segments that are not all subscribers
Apparel leaks when campaigns go to the full list, returners get the same drop hype as fans, post-purchase is a review on day zero, and second-purchase is 'we miss you'. This vertical wires return as a state, second-purchase in post-purchase (attach, second pair, replenish basics), suppress recent buyers from acquire, and flows that stay on in drop week. Drops are pulses. States are flows.
Apparel leaks when campaigns go to the full list, returners get the same drop hype as fans, post-purchase is a review on day zero, and second-purchase is 'we miss you'. This vertical wires return as a state, second-purchase in post-purchase (attach, second pair, replenish basics), suppress recent buyers from acquire, and flows that stay on in drop week. Drops are pulses. States are flows.
The weekly number is second-purchase rate (windowed) and return-state exclusions on the next drop. Full-list drop revenue is a vanity if it includes yesterday’s buyers and yesterday’s returners.
Fit and care are post-purchase jobs. They reduce returns and set up the second item. A review beg while the parcel is in transit is the wrong job.
Browse and cart must not clone. Apparel consideration can be long — coupon-first cart trains waiters.
Drops are campaigns. They do not get to pause welcome and cart.
Size properties help if you will use them. Asking and ignoring is junk data.
Intern
Previews and delays. Return test. You are lifecycle ops, not merchandising.
Operator
Return manners. Second-yes path. Drops as pulses. Flows stay. Fit before review.
CEO
Apparel LTV is second purchase and not annoying returners. Those states are the numbers. Full-list drops are optional pulses, not the system.
Placed Order, refund/return event, RFM or recency, second-purchase path, drop campaign segment, browse vs cart, size/fit content, returner suppression.
Return/refund → exclude from review-ask and from hype drops for a window
Post-purchase → fit/care, then attach or second-item path — not review at T+0
Drop campaigns → exclude recent buyers and in-cart flow members as mapped
Win-back finite; January hangover planned before peak
Event or property. Exclusions written.
Why: Hype-mailing a returner is careless automation.
Done when: Refunded test out of the next drop preview.
In post-purchase: attach, second pair, basics replenish — pick one to ship.
Why: 'We miss you' covers none of them well.
Done when: One path live.
Recent purchasers, return window, flow collisions.
Why: All subscribers is how you train wait-for-20%.
Done when: Preview.
Delay review until they have the piece.
Why: Day-zero review is shipping comments.
Done when: Delay holds.
Write the rule. Peak plan.
Why: Pause is paying twice.
Done when: Q note includes the rule.
Return exclusion on drop preview. One second-purchase path. Review delay. Flow-on-during-drop note. You are not designing a lookbook.
A bigger drop, more full-list sends, or a loyalty points vendor until return state and second-purchase path exist. Points on a missing second-yes are a discount costume.
Full-list drop. Returners in VIP. Review day 0. Cart coupons. Flows paused for the drop. That is a calendar with a warehouse problem.
Second-purchase rate, returner exclusion on drops, flow RPR. Not drop GMVs that include people who already bought this week.
Then they are pulses on segments. Brand is not a license to mail returners and yesterday’s buyers the same hype.
Start with recency and return state. RFM can wait. Exclusions cannot.
Warehouse is the event. Email is the manners. The state must reach Klaviyo.
This week
This week: return state, one second-purchase path, drop exclusions, review delay, flows-on rule. No extra full-list drop.
Revenue per recipient on flows is the number. Open rate is a meeting.
Read ↗If Placed Order is dirty, every flow metric is theatre. Fix the event before the subject line.
Read ↗Subscribe vs one-time must be different journeys or you will discount people who already pay you monthly.
Read ↗All DTC brands ↗ · coaches franchise systems training brands
Working notes
Score your Klaviyo and lifecycle system the way an operator would. Request the file. It arrives by email — not a public dump, not a drip of slogans.
Email and WhatsApp stay open. A call is for installing the system — not for a tour of tools.