Marketplaces
Lead-time accuracy is a ranking input, not a warehouse detail
On Wayfair, delivery promises are computed from data you maintain. What optimistic lead times cost, what padded ones cost, and the weekly routine that keeps the numbers honest.
Every delivery promise a home marketplace shows a buyer is computed from data the supplier maintains: lead times, box dimensions, weights, stock positions. Most suppliers maintain that data the way they maintain a fire extinguisher — set once, checked never. On a channel where delivery speed is a ranking and conversion input, that neglect has a price attached.
Optimistic lead times are borrowed revenue
An optimistic lead time wins the sale and then loses it with interest: late shipments, cancellations, and defect metrics that follow the account around. A padded lead time avoids all of that by quietly losing sales to any competitor promising a week less. Both failure modes are invisible in day-to-day operations, which is why the honest number needs to be somebody's actual job.
Treat lead time like price
Nobody would leave prices unreviewed for a year. Lead times deserve the same cadence: a weekly review of actual dispatch performance against the published number, by product group, with the published number corrected whenever reality has drifted. The comparison takes minutes once the report exists, and the report is a spreadsheet.
What forward inventory changes
Programmes like CastleGate — where stock sits forward in the marketplace's own network — move the work rather than removing it. Feeds must stay accurate, replenishment must anticipate demand rather than react to it, and the products you choose to place forward become a merchandising decision, because faster delivery badges follow the stock. The suppliers who benefit are the ones who treat placement as an assortment question, not a warehousing one.
Box dimensions, damage and the claims trail
For oversized goods, box dimensions and weights determine freight cost, and packaging quality determines the damage rate. Both leak margin silently. A claims log — what was damaged, how it was packed, what the carrier said — turns individual annoyances into a pattern you can fix at the packaging or carrier level. Without the log, every claim is the first claim.
Dispatch performance versus published lead times. Stock positions and incoming replenishment. Open damage claims and their age. Any listing whose dimensions or weight have been corrected — and why the source data was wrong. Thirty minutes, weekly, one owner.
None of this is glamorous. It is also some of the highest-leverage maintenance available on a home marketplace, because logistics data touches ranking, conversion and margin at the same time — and almost nobody's process gives it an owner.