- Promotions and settlements · TPM
- CFO / Finance, Operations Manager, Owner / CEO, Plant / Operations Director
- Retail and branch networks, Manufacturing, Logistics and warehousing
Trade promotion optimization: how to decide which promotions to run
In short
Trade promotion optimization is the routine of choosing, before launch, which promotions are likely to pay off and then checking, after the campaign, whether they did. It does not need a complex model to start. It needs a goal per campaign, a planned cost, a planned turnover and a comparison with the actual result. Remanently Trade Marketing offers profitability simulations before a campaign and reports of cost against result after it.
What optimization means here
In trade promotion, optimization is not a mathematical exercise first. It is a discipline of choice. You have a limited budget and more possible promotions than you can fund. Optimization means choosing the ones with the best expected return, and removing the ones that have stopped earning their cost.
It has two moments: before the campaign, when you estimate, and after it, when you compare. The first without the second is guesswork. The second without the first is a post-mortem.
If you are new to the topic, start with trade promotion management and return here for the decision side.
Step 1: give every promotion one goal
A promotion that tries to do five things cannot be judged. Pick one primary goal and write it down before launch.
- win a new listing at a retailer;
- move volume before the end of a season;
- raise the average purchase of an existing customer;
- shift purchases toward a higher-margin product;
- defend a position against a competing offer.
Each goal implies a different measure of success. A listing campaign is judged by continued purchases after the promotion ends. A volume push is judged by sales in the period compared with what would normally be sold.
Step 2: plan the cost and the effect together
Before launch, put two numbers side by side. The planned cost includes discounts, free goods, bonuses and any contribution to the customer's activity. The planned turnover is the sales effect you assume the campaign will achieve.
The assumption needs a baseline: what would we sell without the promotion? Without a baseline every sale in the period looks like a result of the campaign. Take the same period last year, or the recent run rate for that customer and product, and mark the sales above it as the effect to test.
Then ask the plain question: does the relationship between cost and effect make sense? It is better to reject a weak promotion before it starts than to settle it later at a loss. Remanently Trade Marketing supports this with profitability simulations before the money is spent. This function is part of the extended package scope, listed on the pricing page.
Step 3: choose the type of term for the goal
| Goal | Type of term that often fits | Watch for |
|---|---|---|
| Clear stock before season end | Percentage or value discount, free goods | Customers pulling forward purchases they would have made anyway |
| Grow purchase size | Turnover or volume bonus with thresholds | A tier set so low that nearly every customer reaches it |
| Broaden the range bought | Purchase-mix bonus | A mix condition too complex for the customer to understand |
| Reward a chain or group | Umbrella bonus across entities | One member carrying the result for all |
These are tendencies, not rules. The point is to choose the structure on purpose, and to know what each one costs.
Step 4: look at tiers and thresholds
Thresholds are where optimization has the most effect. A tier that is too easy gives away margin for sales that would have happened. A tier that is out of reach motivates nobody. The most useful view is the distribution: how many customers are well below the tier, how many are close, how many already passed it.
Customers just below a threshold are the interesting group. A small additional order moves them over, and the higher rate may apply to the entire period. That is a cost to plan for. A worked example is on rebate management software.
Step 5: close the loop after the campaign
When a campaign ends, compare three things: target fulfillment, the terms actually triggered, and the cost against the sales result. Then decide one of four things: repeat as is, repeat with changes, replace, or stop.
The step most companies skip is writing that decision down. A short note per campaign, kept with the campaign, is enough. Next year the person planning the same promotion starts from evidence. How to measure the result is covered in trade promotion effectiveness, and the arithmetic in promotion ROI calculation.
Step 6: keep a short list of what you stopped
Stopping a promotion is a result, and it should be recorded like any other. Keep a short list of terms that were removed and why. When a sales rep proposes the same term a year later, the list answers the question in one minute instead of a long discussion.
What optimization does not mean
It does not mean cutting promotions across the board. Cutting without evidence removes the good with the bad. It does not mean chasing the highest turnover either: higher sales do not always mean higher profit. The aim is to spend consciously, so each unit of currency has a defined goal and a measurable effect.
Who decides
Sales proposes, finance challenges, management approves exceptions. That division works only if all three see the same numbers. The CFO wants to know the expected cost before approval. The sales manager wants room to act on customer opportunities. The plant or operations director needs to know about promotions that will change volumes. A shared register of campaigns, with planned and actual figures, supports all three.
Remanently Trade Marketing keeps budgets, terms, turnover and settlement in one place, which makes the before-and-after comparison possible without rebuilding data. See the Trade Marketing page, or contact us for a demo on one of your own campaigns.
Frequently asked questions
Do we need special software to optimize promotions?
No. A spreadsheet can hold a goal, a planned cost and an actual result for a few campaigns. Software becomes useful when terms multiply, thresholds and bonuses need automatic calculation, and several people need the same figures.
What is a baseline in promotion planning?
It is the sales you would expect without the promotion, for example the same period last year or the recent run rate for that customer and product. Only sales above the baseline can be credited to the campaign.
Can a promotion be assessed before it starts?
Yes. Compare the planned cost of discounts, free goods and bonuses with the planned turnover effect. Remanently Trade Marketing supports profitability simulations before the campaign, within its extended package scope.
How many campaigns should be reviewed after they close?
All of them, briefly. A short note on whether to repeat, change, replace or stop each campaign is enough and gives next year's planner evidence to start from.
Is optimization the same as reducing promotion spend?
No. It means directing spend to promotions with a defined goal and a measurable return, and stopping those that do not pay back. Total spend may go down, stay the same or go up.
Test a promotion before you fund it
Bring one planned campaign to a short demo. We will enter the terms in Remanently Trade Marketing and compare planned cost with planned turnover.
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