When I look at the platform's revenue report, I want to know what an order actually leaves behind, so I stop scaling the items that lose more the more they sell.
Khi tôi nhìn báo cáo doanh thu của sàn, tôi muốn biết một đơn hàng thật sự còn lại bao nhiêu, để thôi mở rộng những mặt hàng đang bán càng nhiều càng lỗ.
Job context
- Who
- A seller doing every step alone, with no staff
- When
- At month end when reconciling payouts against revenue
- Trigger
- A month with 50% more sales and less cash than the month before
- Situation
- Platform fees, shipping and returns live in three different reports
- Constraints
- Cannot change how the platform charges, and charges shift with each campaign
5 Pains
Fees are scattered across many lines
HighCommission, payment, shipping and ad fees each sit somewhere else.
Root cause: Platforms report by their own fee types, not by the seller's order
One return eats the margin of several orders
HighA single return can erase the margin of five good orders, and it arrives a month later.
Root cause: Returns land in a different period from the sale
Ad spend does not attach to individual items
HighOne budget covers the whole shop, so nobody knows which item is carrying which.
Root cause: Ads are bought by campaign; margin is computed by item
Cost price changes between batches
MediumOne SKU sits in stock at three different purchase prices.
Root cause: Small sellers buy in small batches and do not track by batch
Payouts arrive after the next restock is due
HighThe cash cycle is out of phase, so good sales still end in an empty account.
Root cause: The platform's settlement cycle is longer than the restocking cycle
5 Desired Outcomes
Know the true margin per item
FunctionalSee returns attributed to the orders that caused them
FunctionalKnow which item's ad spend is carrying another
FunctionalPredict payouts against restocking dates
FunctionalStop selling hard without knowing which way it goes
Emotional
5 Existing Solutions
A solution is not the same thing as a product — a customer can hire a behaviour or a workaround too.
The platform's revenue report
ProductComplete on what the platform took, silent on what the seller spent.
Multichannel seller software
ProductMerges orders across platforms and still leaves cost price to be typed in.
A homemade reconciliation spreadsheet
WorkaroundSellers build the profit report no platform provides.
Only stock high-margin items
BehaviourThe defensive strategy when you cannot measure — sound, and it misses the items that bring traffic.
Ask other sellers in a private group
BehaviourWhere the platform's real rules circulate, often before the platform announces them.
2 Opportunity Gaps
Platforms report by their own fee types while the seller's decision needs the item view.
Why existing solutions fail: Reports are built for the platform's own reconciliation; attributing fee lines to items is the seller's problem, and the platform has no reason to solve it.
Potential opportunity: A layer collapsing every fee line onto the unit the seller decides in — the item, not the settlement period.
The seller carries the cash-flow risk while the platform decides the settlement cycle.
Why existing solutions fail: A long settlement cycle is free working capital for the platform, so shortening it means giving that money up.
Potential opportunity: A payout forecast the seller can plan restocking around instead of being surprised by it.