Dollar OTB
Controls investment
Caps total retail-dollar (or cost) commitment for the month. This is the figure finance and merchandising leadership track, because it ties directly to cash flow and the inventory plan.
Open to buy = Planned EOM inventory + Planned sales + Planned markdowns − Planned beginning inventory − Merchandise on order. The first three items are everything the month has to account for on a retail-dollar basis; the last two are what is already owned or committed.
Example: a category plans $210,000 EOM inventory, $95,000 in sales, and $14,000 in markdowns for the month, starting from $180,000 in beginning inventory with $60,000 already on order. OTB = ($210,000 + $95,000 + $14,000) − ($180,000 + $60,000) = $319,000 − $240,000 = $79,000 still open to buy.
Now suppose the true expected markdown is $30,000, not $14,000, because last year's sell-through for this class needed a deeper break than the plan assumed. Real OTB = ($210,000 + $95,000 + $30,000) − $240,000 = $95,000. Buying against the understated $79,000 figure leaves $16,000 of purchasing power unaccounted for on paper — and when the real markdown eventually gets taken, the units already bought against the low estimate become the excess that pushes ending inventory over plan. In practice, an understated markdown line lets buyers commit to receipts the season's real sell-through can't clear without a deeper, later markdown than intended.
Underbought — on order looks light versus planned sales
OTB floored at $0 — never plan negative buys
EOM + sales + markdowns
Beginning inventory + on order
OTB is a stock-to-sales balancing figure, not spare budget — it exists to protect the planned ending-inventory position.
Choosing a basis
Most plans run both, but they answer different questions.
Controls investment
Caps total retail-dollar (or cost) commitment for the month. This is the figure finance and merchandising leadership track, because it ties directly to cash flow and the inventory plan.
Controls assortment
Caps how many units or SKUs a buyer can place. Matters most when average unit retail varies a lot within a category, since a dollar cap alone can let a buyer overbuy units by skewing toward cheaper goods.
Keeps both honest
On-order dollars and units need to be current — a stale on-order figure is the most common reason OTB looks open when it is actually already committed.
| Month | Planned EOM | Planned sales | Planned markdowns | BOM inventory | On order | Open to buy |
|---|---|---|---|---|---|---|
| February | $210,000 | $95,000 | $14,000 | $180,000 | $60,000 | $79,000 |
| March | $235,000 | $110,000 | $18,000 | $210,000 | $70,000 | $83,000 |
| April | $220,000 | $120,000 | $22,000 | $235,000 | $55,000 | $72,000 |
Each month's OTB = (EOM + sales + markdowns) − (BOM inventory + on order). Markdown estimates should come from the same schedule driving the sales and EOM plan.
| Planned markdowns | Inventory need | Already covered | Open to buy | Risk if true markdown is higher |
|---|---|---|---|---|
| $8,000 | $313,000 | $240,000 | $73,000 | Buyer overcommits by $6k vs the real $14k plan |
| $14,000 | $319,000 | $240,000 | $79,000 | Aligned with the season markdown schedule |
| $22,000 | $327,000 | $240,000 | $87,000 | Buyer overcommits by $14k if the low estimate is used |
| $30,000 | $335,000 | $240,000 | $95,000 | Severe overbuy risk if the plan assumes only $14k |
A $16,000 understatement in the markdown line creates $16,000 of phantom OTB. That money gets spent on receipts the season cannot clear without a deeper, later markdown.
Planned markdowns are the item in the OTB formula most likely to be guessed rather than planned, because they depend on sell-through that hasn't happened yet. But because markdowns add directly to the inventory need, an optimistic (too-low) markdown assumption inflates OTB and invites purchases the season's real sell-through can't absorb without deeper end-of-season cuts.
The fix is mechanical: build the markdown line from the same weekly sell-through and price-break assumptions used in the season markdown plan, not from a flat percentage carried over from last year.
Build the markdown schedule that should feed the OTB markdown line.
The full formula reference, including maintained markup and sell-through.
Check whether the inventory this OTB implies is turning fast enough.
How markdown planning fits into the broader merchandise planning cycle.
Answers
Model sell-through per price period so your open-to-buy markdown assumption reflects a real schedule, not a flat guess — and see how sensitive OTB is to the markdown line.
Free, no sign-up, with CSV export and a shareable link. Pro ($29/mo) saves named season plans, imports inventory CSVs, and prints a decision memo.