Read Your Own Seasonal Pattern
Compare the same weeks or months across prior years and comparable campaigns with similar offers and fulfilment. Review orders, realised revenue, and the product and collection groups behind each result. ORVX counts delivered orders only, excluding returns and cancellations, and derives gross profit and margin from product costs. Use orders for volume, revenue for value, gross profit after product cost, and contribution after advertising; higher collection revenue may still mean lower profit when costs or advertising rise. Compare first orders, repeats and timing. Separate one-off large orders from recurring signals. Keep currencies separate.
| Measure | What it tells you | When to act on it |
|---|---|---|
| Orders | How many transactions occurred | When planning for transaction volume |
| Realized revenue | Value from delivered, non-returned orders | When comparing sales value |
| Gross profit | Revenue less product cost | When product economics differ |
| Contribution after advertising | Profit remaining after ad spend | When paid acquisition affects the result |
Separate a Real Pattern from a One-Off
A spike is recurring only when its cause is clear. Compare order history with promotions, launches, stock, delivery performance and unusual orders: a 40% lift during a 20% discount may be promotion-driven, while a courier delay or stockout indicates fulfilment, not demand. Check whether the offer and products were the same, customers normal rather than one wholesale-sized purchase, and refunds, cancellations or late deliveries unusually high. 120 orders minus 25 cancelled and 15 returned differs materially from 120 delivered. ORVX calculates realised revenue from delivered orders and shows product and collection profitability, return rate and refund value. Use volume for demand, delivered revenue for realised sales, and gross or contribution profit for repeat decisions; label isolated events one-offs.
| Measure | What it tells you | Act on it when |
|---|---|---|
| Order volume | Whether demand appeared to rise | The increase remains after checking unusual orders and stock availability |
| Delivered revenue | What the store actually realised | Returns and cancellations do not explain the apparent peak |
| Profit or contribution | Whether the period was commercially worthwhile | The lift remains after product costs and advertising are considered |
Worked example with sample numbers
This example is illustrative. It uses sample numbers for a baking supplies store selling in Australia. They are made up to show the method, they are not a benchmark, and your own figures will differ.
Formula: Stock to fund = forecast orders x cost of goods per order.
| Month type | Orders | Stock cost to fund | Margin earned |
|---|---|---|---|
| Quiet | 277 | A$7103.60 | A$5677.28 |
| Busy | 443 | A$11360.63 | A$9079.55 |
| Peak | 665 | A$17053.77 | A$13629.57 |
Run the same sum with your own numbers in the free calculator, or browse guides for sellers in Australia and more baking supplies guides.
General information only: tax, duty and import rules change and depend on your situation, so check with an accountant or the official source before acting.
Eligible Shopify stores can see these numbers for their own store through the Founding 10,000 offer.
Plan Stock Before the Peak
Turn expected demand into a buying calendar by SKU. If a piping tip is expected to sell 25 units a week, the supplier takes four weeks, and 35 units are available, a 20-unit buffer gives: (25 × 4) + 20 − 35 = 85 units to order. Order date should be the required arrival date minus the supplier lead time, with replenishment triggered when projected stock reaches lead-time demand plus the buffer. Forward-buy items with long lead times or few substitutes; use smaller, more frequent orders for uncertain demand or short lead times.
Treat units, timing and cash as separate measures: units prevent a stockout, dates prevent a late arrival, and cash commitment shows what an order ties up. The free inventory reorder calculator can test the quantity arithmetic. ORVX can show remaining stock value, dead stock and product profitability, but it reads the position rather than ordering or restocking. Record the planned commitment alongside the demand assumption, then revise it when sales, supplier dates or available stock change.
| Item | Order date | Arrival date | Quantity | Cash commitment |
|---|---|---|---|---|
| Piping tips | 1 September | 29 September | 85 | 85 × A$3 = A$255 |
| Fondant colour | 8 September | 22 September | 60 | 60 × A$4 = A$240 |
| Cake boards | 15 September | 29 September | 120 | 120 × A$1.20 = A$144 |
Set Ad Budgets Around Demand
Set the budget by comparing four signals for each matched period: advertising spend, conversion activity, product margin and available stock. Revenue alone can justify scaling when a campaign sells, but realized revenue should exclude cancelled and returned orders. A campaign with strong attributed ROAS may still produce weak total-store efficiency, so check attributed ROAS alongside MER.
Scale only when conversion activity is improving, the promoted products have positive contribution after advertising, and sellable stock can support more orders. Hold spend when demand is present but one input is uncertain, for example, conversion is steady while margin or availability needs checking. Reduce or stop spend when contribution is negative, returns are eroding revenue, or the advertised range is unavailable. The right threshold is your store’s own historical result, not a generic seasonal benchmark.
ORVX connects Shopify and advertising accounts, then reports product and collection profitability, contribution after advertising, MER and attributed ROAS separately, inventory position and remaining stock value. Its prioritised decision can state scale, reduce, fix economics, test or stop, with the reason and confidence computed from your numbers. Use Australian baking supplies guides for further planning context.
| Signal | What it tells you | Budget response |
|---|---|---|
| Ad spend and MER | What the whole store generated relative to advertising cost | Scale only if efficiency and contribution remain acceptable |
| Conversion activity | Whether traffic is turning into orders in this period | Hold or test when it weakens; do not buy traffic blindly |
| Product margin | Whether sales leave money after product cost and advertising | Reduce or fix economics when contribution is negative |
| Stock availability | Whether the promoted range can fulfil additional demand | Hold or reduce when availability is constrained |
Protect Cash While You Buy Ahead
Before committing to a seasonal order, build a week-by-week cash calendar. Put the supplier deposit, balance due and freight date beside expected customer receipts, advertising, wages, rent, software and tax payments. A purchase can have a healthy gross margin and still create a cash gap if the supplier balance falls due before customers pay.
Treat GST separately in that calendar. business.gov.au (Australian Government) states that GST is 10% on most goods and services sold or consumed in Australia, and registered businesses collect the GST portion, one-eleventh of the sale price. Keep that amount available rather than treating it as operating cash. Compare the calendar with ORVX’s realised revenue, gross profit, advertising contribution and remaining stock value; use the inventory reorder calculator to test a smaller or staged commitment before cash pressure reaches advertising (Source: business.gov.au (Australian Government)).
- Act on supplier commitments when deposits or final-payment dates arrive before forecast receipts: negotiate timing, split the order or reduce quantities.
- Act on customer receipts when settlement timing is slower than expected: protect essential operating costs before increasing ad spend.
- Act on stock value when cash is tied up in slow or dead stock: pause repeat buying and avoid funding a second order from an unproven first one.
| Measure | What it tells you | When to act |
|---|---|---|
| Inventory commitment | Cash already promised to suppliers | Before placing or expanding an order |
| Supplier payment date | When the cash leaves the business | When it precedes customer receipts |
| Customer receipts | When sales proceeds become available | When settlements do not cover upcoming bills |
| Operating costs | Cash needed to keep trading | Before discretionary stock or advertising |
Sources
- Register for goods and services tax (GST) (business.gov.au (Australian Government), checked 26 October 2026).
How this page was made: drafted with AI from a brief, then checked by automated rules for arithmetic, sources and duplication. The sample numbers were calculated, not reported.