Harpy Glossary

LBQ (Launch Buy Quantity)

Amazon & D2C glossary · Harpy Media

LBQ (Launch Buy Quantity) is the number of units you should have on hand to carry a new product through its launch phase — from first sale until the second production batch is checked in and sellable. Not the MOQ, not a guess: the quantity the launch’s velocity actually requires.

What is LBQ?

LBQ (Launch Buy Quantity) is the number of units you should have on hand to carry a new product through its launch phase — from first sale until the second production batch is checked in and sellable. Not the MOQ, not a guess: the quantity the launch’s velocity actually requires.

Amazon rewards new listings that sell continuously; intermittent availability during the ranking window wastes the launch entirely. LBQ exists to make the first order big enough that momentum never breaks, while staying disciplined enough that over-ordering does not strand capital in stock that a yet-unproven product may not clear.

The launch window is a one-time asset

New listings benefit from an initial period of algorithmic goodwill: early sales strength signals relevance, and rankings move quickly with relatively modest volume. That window is short, and it is consumed by selling — so every day of stockout during launch burns the most valuable attention your product will ever receive.

An LBQ that covers the first batch plus a full restock cycle keeps the listing live through the entire honeymoon. When the second batch lands on schedule, the product transitions from launch into normal trading without a gap — and the rank earned during launch carries forward instead of decaying in a dark month.

How to build the number

Estimate target daily velocity: the sales per day needed to hold page one for your primary keywords, cross-checked against what comparable products actually convert in your category. Multiply by restock lead time — the full manufacturing, freight, customs, and receiving cycle for the second batch, not the first. Add the units you intend to move through launch promotions and giveaways. Add safety stock for forecast error.

The discipline is in the lead time. Most launch stockouts happen because sellers size the first order against the FIRST batch’s delivery time, not the second’s. LBQ must bridge the far gap, or the gap does the punishing.

LBQ = (Target Daily Velocity × Restock Lead Time) + Launch Promotional Units + Safety StockRestock lead time is the full cycle for the SECOND batch — manufacture, freight, customs, receiving. That is the gap the launch order has to cover.

In practice

A seller launches a French press targeting 15 units a day. The factory needs 40 days for the next batch. They plan 100 units through launch promotions and hold 150 units of safety stock. LBQ: (15 × 40) + 100 + 150 = 850 units. They launch, hit page one, and the second batch is on the shelf by day 35 — momentum intact, no dark days.

⚠️ Watch out. A competitor orders the factory MOQ of 500 units with no model behind it. The launch works better than expected — 20 units a day — and the stock empties on day 25. The second batch is 40 days away by ocean. The listing sits dead for over a month, the ranking resets, and re-launching costs full price: the honeymoon is spent, the history is weak, and the PPC bill to rebuild rank is far bigger than the extra units ever would have been.
💡 Harpy tip. Run the LBQ calculation twice: once on your launch forecast, and once on the upside case where the launch beats plan by half again. If you can fund the upside number, order it — launch stock is the cheapest inventory you will ever buy per unit, because everything downstream (rank, velocity, review flow) compounds off it.

How Harpy Media helps

Launch planning is one of our favourite problems: velocity targets built from category data, lead times modelled end to end including the receiving tail, and an LBQ sized so the ranking window never gets interrupted. We would rather carry a little extra stock than waste a launch.

LBQ FAQ

What is the difference between LBQ and MOQ?

MOQ is the factory’s minimum order quantity — the smallest order they will accept. LBQ is the quantity your launch needs on the marketplace. When the MOQ is below your LBQ, order the LBQ. When it is above, the launch economics need a second look.

Should the launch buy quantity include promotional units?

Yes. Launch promotions, coupons, and giveaways consume real inventory and are part of the plan — not a surprise against it. Count them in the LBQ, then hold safety stock on top for forecast error.

What happens if I under-order the launch?

You stock out inside the ranking window, the listing goes dark during the period where algorithmic attention is highest, and the rank resets. Recovering it typically costs more in advertising than the extra inventory would have cost to hold — which is why LBQ models exist.

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