
Stop putting cash into sizes that don't sell.
We plan what to reorder by size, hold or mark down, with the PO drafted for you.
A fast-selling size isn't always a profitable one.
Reorders and markdowns are the biggest cash decisions an apparel brand makes, and most make them on gut feel and a spreadsheet. Medium and Large sell out while XS and 2XL sit, and landed cost gets entered once, then goes stale the next time freight moves.
Inventory tools help you decide when to reorder. Profit dashboards tell you what margin was. Someone still has to turn both into a quantity for every size, and at this scale that someone is the founder.
How we compare to the tools you haveWhere each size's revenue goes
Heavyweight Tee, Bone · last 30 days · illustrative
Size XL · 102 sold · 31% returned
$69
kept from $3,264 of revenue · 2% margin
XL sold more than twice as many units as S, and kept about a ninth of what S did. Discounting and a 31% return rate ate the rest.
- Landed cost
- $1,204
- Fees & fulfillment
- $969
- Returns
- $696
- Ads
- $326
| Size | Units sold | Revenue | Contribution | Landed cost | Fees & fulfillment | Returns | Ads |
|---|---|---|---|---|---|---|---|
| S | 40 | $1,680 | $630 | $472 | $380 | $70 | $128 |
| M | 110 | $4,620 | $1,707 | $1,298 | $1,045 | $218 | $352 |
| L | 95 | $3,990 | $1,433 | $1,121 | $903 | $230 | $304 |
| XL | 102 | $3,264 | $69 | $1,204 | $969 | $696 | $326 |
We do the planning. You approve it.
Three jobs your team does today by hand. Pick one to see exactly what it involves.

Margin-Safe Buy
Your reorder, sized by size against margin and supplier limits, with the PO already drafted.
See how it works
Margin-Safe Markdown
Markdown options for dead sizes, with the margin left at each discount and a limit at your floor.
See how it works
Landed-Cost Upkeep
We keep your landed cost current from your invoices and freight bills.
See how it works
Built on your own numbers, not a blended guess.
Shopify and Meta Ads connect directly. You send us your purchase orders, supplier invoices and freight bills, by email or upload. We parse them and confirm every line before it touches a number.
Google Ads, accounting platforms, 3PLs and returns platforms aren't connected yet.
This is what we hand you to approve.
The plan we built, the numbers behind every line, and a decision waiting for your yes. Approve it by reply or in your Revnce login. Click a row to see its margin.
Reorder plan · Classic Tee
From your Revnce desk · waiting for your approval
Reorder plan · Prepared by Revnce
Classic Tee, Black
4 variants · Apex Textiles · arrives in 12 days · MOQ 100 per variant
| Plan | Units | Cash required | Contribution before ads | After assumed ads |
|---|---|---|---|---|
| Your original plan | 400 | $3,848.00 | $3,774.00 | $2,934.00 |
| Suggested buy | 360 | $3,463.20 | $4,290.80 | $3,534.80 |
| Your reviewed buy | 360 | $3,463.20 | $4,290.80 | $3,534.80 |
Cash change versus your original plan: −$384.80. This is a purchasing difference, not realized savings.
| Variant | Stock at arrival | Suggested | Your buy | Why |
|---|---|---|---|---|
| 32 | 0 | 0 | 37 days of cover at arrival. Topping up would mean the 100-unit MOQ, so hold. | |
| 0 | 190 | 190 | Sells out in 3 days. 60 days of cover plus 7 safety days, rounded to case pack 10. | |
| 0 | 170 | 170 | Sells out in 4 days. 60 days of cover plus 7 safety days, rounded to case pack 10. | |
| 89 | 0 | 0 | 24% returns put contribution below your 15% target. |
Size M · per unit
84 sold in 30 days · 11% returned · 8 on hand
- Price
- $34.00
- Landed costVerified · PO-2214
- $9.62
- Fees, fulfillment & returns
- $12.14
- Contribution before ads
- $12.24 · 36%
- Ad allocation per unit
- $2.10
- Contribution after ads
- $10.14
Demo data, not a customer result. Every number on these screens traces back to Shopify, your POs and your invoices.
We run it before you spend it.
Every buy plan is tested against your cash limit, your margin and demand 20% higher or lower before it reaches you. Markdowns show the margin left at each discount, and your audit replays your last buy against ours.
Classic Tee, Black
Units to buy by size · demo data
Units by size, your plan vs ours, as planned, Your plan to Our plan. M 120 to 190, L 110 to 170, S 80 to 0, XL 90 to 0.
| Item | Your plan | Our plan | Change | Rank |
|---|---|---|---|---|
| M | 120 | 190 | +70 | 1 to 1 |
| L | 110 | 170 | +60 | 2 to 2 |
| S | 80 | 0 | −80 | 4 to 3 |
| XL | 90 | 0 | −90 | 3 to 4 |
- Your plan
- 400 units
- $3,848.00
- Our plan
- 360 units
- $3,463.20
Same demand, $384.80 less cash. M and L get the stock, S holds and XL stops.
Simulations test a plan; they don't promise an outcome. That's why every call is also logged and checked against what actually sold.
Start with an audit. Keep the desk if it earns its place.
- 01
Size & Margin Audit
Connect Shopify and send us your recent POs, invoices and freight bills. In 10 business days you get margin by size, dead stock in dollars, and a rewrite of your next buy.
- 02
We build the plan
Every week and before every reorder: what to reorder by size, what to hold or stop, and what to mark down, with the PO drafted.
- 03
You approve it
Approve or adjust each PO draft and markdown, by reply or in your Revnce login. Revnce never changes a price, an ad or an order itself.
- 04
Every call is tracked
Each decision is logged and checked against what actually sold, so you can see how it turned out.
Start with the audit. If it finds nothing, it's free.
In 10 business days we show you, in dollars, where your buying is losing margin and cash, and rewrite your next buy. You keep the findings either way.
What you get
- Margin by size for your top 20 styles
- Dead stock and stockout days, by size
- Cash tied up in the wrong inventory
- A rewrite of your next buy
- Your last buy, replayed against our plan
- Duty and freight overcharges flagged for review
- Delivered in 10 business days, with a walkthrough
Size & Margin Audit
10 business days
One fixed fee, scoped to your catalog and quoted on your first call. Credited in full to your first desk month if you sign within 14 days.
Decision guarantee. If, after the walkthrough, you tell us none of our buy or markdown calls would change a decision, we refund the audit in full.
Questions brands ask before applying
Every brand starts with a Size & Margin Audit: margin by size for your top styles, dead stock and stockouts in dollars, and a rewrite of your next buy. After that you choose a desk. The Reorder Desk plans every reorder by size with the PO drafted and keeps your landed cost current. The Buying Desk adds markdowns, a weekly brief and a track record of every call. The Partner Desk adds pre-season buys for carry-over styles, a monthly cash plan and a check of every freight and duty bill. In each one we do the work, and you approve it by reply or in your Revnce login.
Shopify apparel brands doing roughly $2–10M a year that reorder core styles, hold their own inventory, and do not have a merchandise planner, so the founder or one ops person still signs the POs. If you make reorder and markdown calls on gut feel and a spreadsheet rebuild, that is the job we take over.
Every margin is built from your own invoices, purchase orders, freight and duty, with fees, returns and ad spend taken off each variant. Costs are versioned rather than overwritten, and each one is tagged Estimated, Declared or Verified, so you can trace any number back to the document or sync that produced it.
It won't act behind your back: Revnce only reads your data and cannot change a price, an ad, or a purchase order. We draft; you approve and place it. It won't make taste calls: we work on styles you already sell, not new styles, range planning or trends. And it won't make you migrate: it sits alongside your ERP, 3PL and accounting tools rather than replacing them.
We simulate. Before a buy plan reaches you, we test it against your own plan, demand 20% higher or lower, your cash limit and the cost of waiting, and markdowns are checked for the margin left at each discount. The audit also replays your last buy against our plan. We don't claim to predict demand with probabilities. Instead, every call is logged and checked against what actually sold, so you can see how each one turned out.
The Size & Margin Audit is one fixed fee, scoped to your catalog and quoted on your first call, and the full fee is credited to your first desk month if you sign within 14 days. If, after the walkthrough, you tell us none of our buy or markdown calls would change a decision, we refund the audit in full. Desk packages are a flat monthly fee set by your catalog and brand size, never a percentage of profit or ad spend, with a 3-month minimum so we cover at least one full buy cycle, then month to month. We recommend one on the audit walkthrough.
Apply, and we'll tell you within a week whether your setup is a fit. If it is, you connect Shopify (and Meta Ads, if you run them) and send us your last few purchase orders, supplier invoices and freight bills. We build your landed-cost ledger and deliver the audit within 10 business days, then recommend the desk your numbers call for on the walkthrough.
