Top-line planTop-Down Forecast

The top-down view of demand — a revenue, category, or channel-level target set from the plan or budget, broken down to guide what the business needs to sell.

By Oana Bradulet

A top-line plan is the top-down view of demand. It's a target — set in revenue, by category, or by channel — that comes from the business's plan or budget, then gets broken down to guide what you need to sell. Where a bottom-up forecast builds up from what each product is actually doing, the top-line plan starts at the top with what the business intends to do and works down.

It's the answer to a different question. The bottom-up forecast asks "what's likely?" The top-line plan asks "what are we aiming for?" Both are needed, and the interesting work happens where they meet.

Where it comes from

The top-line plan isn't built from SKU history — it's set by leadership and finance, and it usually traces back to one of:

  • Annual budgets — the revenue number the business has committed to for the year.
  • Growth targets — "up 30% year on year", often before anyone has decided exactly which products deliver it.
  • Channel plans — how much is expected to come through D2C, wholesale, marketplaces, and retail.
  • Buying budgets — how much there is to spend on stock, which caps what can realistically be sold.

These are top-down by nature: they express ambition and commitment, not a roll-up of individual product trends. That's their strength — they carry the business's intent — and also their limitation, because intent on its own doesn't tell you whether it's achievable.

How it works with the bottom-up forecast

The top-line plan only becomes useful when it's reconciled against the bottom-up forecast. On their own, each is half the picture; together they drive the plan.

  • When the bottom-up forecast lands below the top-line plan, the gap is your action list. Demand as it stands won't hit the target, so the difference has to be closed deliberately — new launches, promotions, channel pushes. The gap is not a problem with the forecast; it's the work the business has signed up to do.
  • When the bottom-up forecast lands above the top-line plan, either the plan is conservative and there's upside to bank, or demand is running ahead of what supply and budget can support — in which case it's the supply side that needs to catch up, not the forecast that needs trimming.

Reconciling the two is the heart of demand planning. The bottom-up forecast keeps the plan honest; the top-line plan keeps the forecast ambitious. Run them separately and you either plan stock to a number nobody can hit, or you forecast your way to last year's results. The planning horizon and seasonality of the range both shape how the target should phase across the year — a flat annual number broken evenly across twelve months rarely matches how demand actually arrives.

Why not just plan to the target

It's tempting to treat the top-line plan as the forecast and order stock against it. That's how brands end up overstocked: ambition becomes the buy, and when demand comes in below target, the excess sits as cash on the shelf. The plan tells you what you want to sell; only the bottom-up forecast, grounded in how products are actually moving, tells you what you're likely to sell. You hit a target by closing the gap with real actions — not by ordering as though the gap weren't there.

Common mistakes

  • Treating the target as the forecast — planning stock to ambition rather than likelihood, which is how overstock happens when demand comes in below plan.
  • Never reconciling the two views, so the top-line plan and the bottom-up forecast live in separate spreadsheets and the gap between them is never turned into actions.
  • Cascading the top line to SKU level pro-rata, regardless of how individual products are actually trending — splitting the target evenly ignores which lines are growing and which are fading.

How Lumina handles top-line plans for scaling brands

Lumina lets you set your top-line plan at whatever level you work at — overall or by category, in pounds or as year-on-year growth — and scales the bottom-up forecast to meet it. Your targets and your demand forecast stay connected, instead of living in separate spreadsheets.

Frequently asked questions

What is a top-line plan?
A top-line plan is the top-down view of demand — a revenue, category, or channel-level target set from the business's plan or budget, then broken down to guide what needs to be sold. It's set by leadership and finance rather than built up from SKU sales history.
What's the difference between a top-down forecast and a bottom-up forecast?
A top-down forecast (the top-line plan) starts from a business target and breaks it down — it tells you what's required. A bottom-up forecast builds up from each product's actual sales history — it tells you what's likely. Most brands need both, and the gap between them is the planning conversation.
Should I plan stock to the target or the forecast?
Plan stock to the bottom-up forecast, not the target. The top-line plan tells you what you want to sell; only the forecast, grounded in how products are actually moving, tells you what you're likely to sell. Planning stock to ambition is how brands end up overstocked when demand comes in below plan — you close the gap with actions, not by over-ordering.

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