Channel incentives
The bonus that pays twice: how a producer pays a distributor’s rep for a listing that holds
Image generated with AIA tobacco producer can tell you how many packs sold last month at every price point on its list. That is a level of detail most categories never get near. Ask the same producer which of the thousands of shops its own reps never visit are ready to take its newest product, and the conversation slows down.
That gap is the whole subject here. In this category you cannot advertise, and in most of Europe that has been true for twenty years. Which shops carry the product, how many of them there are, and whether they still carry it next month is not one lever among several. A product that is not on the shelf cannot be bought. Availability is not the strongest part of the strategy. It is the strategy.
Reach is the immediate constraint behind that. A producer’s own rep can only cover so many shops, and every outlet added to their round is a fixed cost whether or not anything sells there that month. The distributor’s reps are already calling on the small towns, the rural stores, the local trade accounts a producer’s own team never reaches, because the distributor is already paying for that visit, bonus programme or not. A payment tied to a confirmed listing and a confirmed month of sell-through costs a fraction of putting another salaried rep on the road, and it reaches everywhere the distributor already goes, not just the outlets a new hire could add.
The figures below are public, from the US Federal Trade Commission report on cigarette marketing for 2022, the most recent year on record:
When you cannot advertise, the trade budget is the marketing budget
The US Federal Trade Commission has published a breakdown of cigarette marketing spending since 1967. I do not know another category in fast moving consumer goods where an outside body publishes, to the dollar, what manufacturers paid the trade.
For 2022 the total was 8.01 billion dollars. Price discounts paid to retailers came to 5.74 billion and price discounts paid to wholesalers to 1.14 billion. Between them, price discounts accounted for 85.9 percent of everything the industry spent. Not a supporting line under a media budget. The budget.
Read that as a category where the stages of winning a customer before the shelf, advertising and the brand building that goes with it, have been closed off or heavily restricted by law, leaving distribution as the one stage still fully open to compete on. There is no brand campaign to run, so the entire commercial argument happens between the producer, the trade, and the shelf. Everyone in this industry knows it. What surprises people from other categories is the proportion. The numbers describe the US market specifically, because Europe publishes nothing comparable, but the underlying dynamic, an advertising ban pushing the whole marketing budget into trade spend, holds wherever that same ban exists.
One tier too low
Paying the trade for verified execution is not new here, and it is not vague. It has a shape: a contract that names what has to happen in the store, a payment tied to whether it happened, and someone who comes back to check.
That shape is thoroughly documented at retailer level. Programmes that pay a store several thousand dollars a year for prime placement. Payments that trigger only above an agreed sales level. Audit visits by the manufacturer’s own reps, sometimes unannounced, to confirm the store did what the contract said. Across sixteen studies reviewed in 2022, twelve found that more than half of the retailers surveyed had contracts with tobacco manufacturers.
Now look one tier up, at the wholesaler and the distributor. The money is clearly there. In the same FTC data, price discounts to cigarette wholesalers went from 917.3 million dollars in 2021 to 1.14 billion in 2022, while industry volume, measured as cigarettes sold to wholesalers and retailers, fell by almost nine percent. In the smokeless tobacco report for the same year, promotional allowances paid to wholesalers were the second largest spending category after retailer discounts.
So the money moves up the chain. The discipline does not. At retailer level a producer can point at a contract and a compliance audit. At distributor level, in most companies I have seen, the same intention lives in a spreadsheet and a monthly phone call.
The producer pays for the map and is not allowed to read it
Here is the part that catches people out, including me when I first worked through it.
Under the EU Tobacco Products Directive every pack carries a unique identifier, and every economic operator from the factory down to the last one before the first retail outlet has to record the pack entering their hands, moving, and leaving. On paper that is a complete map of where the product went, built and maintained by law.
The producer funds it, and further than most people realise. The directive requires manufacturers to provide every operator in the chain, “from the manufacturer to the last economic operator before the first retail outlet, including importers, warehouses and transporting companies, with the equipment that is necessary for the recording” of what they handle. So the equipment that records those movements at the wholesaler and the haulier is the producer’s obligation, not theirs.
On top of that, each manufacturer has to stand up a repository holding data on its own products, run by an independent provider under a contract approved by the Commission, and even the external auditor who checks that the provider stays independent is, in the words of the directive, “proposed and paid by the tobacco manufacturer”.
Then the producer cannot look inside. The Commission is explicit: the repositories system is “only accessible to public authorities and approved auditors”, and the legislation “requires that the tobacco industry, as well as other economic operators, do not have access to the repositories and the data stored therein”. Full access goes to the Commission, the national authorities, and that auditor the manufacturer pays for. The directive leaves one door: “in duly justified cases the Commission or the Member States may grant manufacturers or importers access to the stored data”, with commercially sensitive information protected. That is a request to Brussels or a ministry, not a report you open on a Tuesday morning.
Put plainly, the producer supplies the equipment, funds the vault, pays the guard, and needs permission to see what is inside.
Which is why market share can depend on what the distributor sends you
British American Tobacco says this out loud, in its 2025 annual report, in the definition of one of its own performance measures. Describing how it calculates volume share, the company writes that where third party retail audit data is not available, other measures are used, based on movements within the supply chain such as sales to retailers, and that this “may depend on the provision of data by customers including distributors/wholesalers”.
That is a public statement to investors by the second largest listed tobacco group in the world, and what it says is that in some markets the company knows its own share when its distributors tell it. Not because the data does not exist. Because it sits with somebody else.
The same report lists distributors and wholesalers alongside retailers as customers, describes engaging them through sales calls and visits by trade representatives, and lists “customer reward programmes and incentives” as part of how it responds to them. The relationships, it notes, are managed at business unit and local market level. Read commercially, that is a description of targets being set market by market, with money attached.
What we integrate, and why it is not traceability
Listings built this way have converted 40 to 60 percent more often than listings picked the old way, reps working from gut feeling and personal relationships rather than a matrix. That figure comes from deployments where the programme has run long enough to measure, and the producers are not named. What follows is the mechanism behind it, on a live programme with a tobacco producer in one European market that is newer, and whose own measures are at the end of this piece.
We integrate two streams of distributor sell-out, and neither of them comes near the traceability system.
The first is the producer’s own sell-out through the distributor, reported at SKU level. A SKU code already carries the price point, the pack size, the flavour and the variant in one figure, so the producer sees exactly which product sold, not just how many packs left the warehouse. That is the difference between knowing your volume and knowing your position.
The second is category volume: the same outlet’s sales aggregated across whatever products a consumer would see as similar or substitutable for the producer’s own, rather than broken out brand by brand. It tells the producer how big the pond is in each outlet.
Put those two together, per outlet, and the producer has something it previously estimated: its share of the category in each individual store. Not a market share for the country. A number for that shop, on that street.
From a share number to a matrix
Share by outlet answers a question the producer could not previously answer with any precision, and it is not “how are we doing”. It is “where are we absent while the category is working”.
That distinction is what makes the new category products the natural first use. The producer can now separate an outlet where its innovative range does not sell because nobody there buys that kind of product, from an outlet where the category moves perfectly well and the producer is simply not on the shelf. The first one is a waste of a visit. The second is a listing waiting to happen.
We narrow that second group two ways, and they are meant to agree rather than compete. One is the category gap itself: outlets where category volume is strong and the producer’s own share is thin or absent. The other is behavioural: outlets that resemble, in what their customers actually buy, other outlets where a given product has already converted into repeat sales. An outlet does not need to show a category gap on its own to be worth a listing attempt if it looks, in its purchase pattern, like a peer group of stores where that product already sells. Together the two views produce a shorter, better list than either one alone.
Out of that comes a matrix: outlets down one axis, products across the other, and in the cells the answer to what the producer wants to sell where. Not a target list built from who the reps know. A target list built from what the category did in each shop, and from which outlets behave like the ones where a given product already works.
The producer takes that matrix to the distributor, and the two sides agree targets against it. Where to go in, and with what. Everything up to this point is analysis. From here on it is a channel incentive program, and it either survives contact with a working sales route or it does not.
Why the bonus has two parts
The distributor’s reps see the matrix through a light layer on top of the tool they already use: which products, in which outlets. Alongside the targets it shows the total they stand to earn if they close out every one of them, and as they work the route it updates in real time, what they have already earned and what is still there to earn on the targets still open. The whole thing runs as a loyalty programme funded by the producer, on top of whatever the reps already earn from their employer.
The bonus is built to reward two things and nothing else: introducing a target product into a target outlet named in the matrix, and keeping it selling there. A rep earns a fixed amount for the introduction, and a further, smaller amount for each of the following three months the product keeps appearing in the distributor’s sell-out to that same outlet: ten units for the introduction and eight per retained month, in this programme’s version. Every payment is confirmed against the distributor’s recorded sale to that specific outlet, not against stock merely arriving in its warehouse. The first such sale counts as the introduction, each one after it during those three months counts as retention.
A programme that pays for placement is easy to design. One that pays for placement that lasts is a different thing, and the difference is not a detail. Paying a flat amount for a listing and nothing more rewards the rep who talks a shopkeeper into taking stock the shop cannot sell just as well as it rewards the rep who reads the outlet correctly. That rep books the one payment either way, the stock that does not move sits there, the shopkeeper remembers, and the next conversation in that store is harder for everyone. Splitting the payment changes what is worth doing: the introduction fee is earned once regardless of what happens next, but the larger part of the reward only arrives if the product keeps selling for three more months, confirmed by data both sides can see. Overstocking a store that will not reorder stops being a good trade for the person doing it, because it stops paying after month one.
It also means the target list is the boundary of the whole programme: a rep who places a product in an outlet that is not on it earns nothing at all, introduction fee included.
How we will know
If you are building the same thing, these are the measures I would put on the first review, and they are the ones we set up to track.
How many of the targeted listings existed at all after the first month. How many were still selling in each of the three months after that, which is where the maintenance bonus proves itself or does not. Whether the outlets picked by the combined category-share and peer-group method held their listings better than outlets picked the old way, because that comparison is what tells you the targeting earned its keep. And the cost per listing that survived the full three months, rather than per listing opened, since those two numbers can differ by a lot.
One thing decides all of it before any software gets involved: the distributor’s sell-out reporting has to be reliable and agreed between the two sides. That is a commercial conversation, and in the programmes that go well it has already happened by the time we arrive.
What we do in these programmes
We integrate the distributor sell-out and the category data, resolve the producer’s position per outlet, score outlets on both category gap and peer-group similarity, and turn the resulting matrix into targets that reach the distributor’s reps in the tool they already work in. Then we track each listing’s sell-out month by month and calculate what the programme owes each rep from the same transactional data both sides can see. The bonus rules, the introduction amount, the monthly maintenance amount and the length of the maintenance window, are configured by the producer rather than negotiated after the fact.
This runs on Trade Data Hub, our distributor data integration platform. Partner-Led Distribution Building is what we call the programme it powers here: the matrix, the targets, and the bonus engine behind them.
The same mechanism also runs targeted promotions on a producer’s existing range, not only new listings, a volume deal or a seasonal push paid on incremental sales rather than on a listing. A new listing is simply the clearest case to walk through, so it is the one this piece follows. None of it is specific to tobacco. Tobacco is the category where the argument for it is hardest to dispute.
Frequently asked questions
What is a channel incentive program?
An arrangement in which a producer pays members of its distribution channel, the distributor, its sales representatives, or the retailer, for a defined commercial outcome rather than for volume alone. In this article the outcome is a product listing in an outlet, and a bonus that pays further amounts if the listing is maintained.
How is this different from a trade promotion or a volume rebate?
A rebate rewards how much the channel bought. This rewards where the product ended up and whether it stayed there, confirmed by the distributor’s recorded sale to that specific outlet rather than by bulk shipments into its warehouse. The two can run alongside each other, and they answer different questions.
Does this use tobacco track and trace data?
No. EU traceability data is accessible to public authorities and approved auditors, not to manufacturers, other than through a narrow authorisation route. The programme described here uses distributor sell-out reporting provided commercially under an agreement between the producer and the distributor.
What data does the producer actually need?
Two streams. Its own sell-out through the distributor at SKU level, and total category volume, meaning the same outlet’s sales across products a consumer would see as substitutable, aggregated rather than broken out brand by brand. Together they give the producer’s share of the category in each outlet, which is then combined with a peer-group comparison, how similar an outlet’s purchase pattern is to outlets where a given product already sells, to shortlist where a listing is worth attempting.
Who pays the distributor’s sales representatives?
The producer funds the bonus. It is additional to whatever the reps earn from their employer, and it works only where the distributor has agreed to the programme. That agreement is the starting point, not a formality, and it is easy to see why a distributor gives it: the bonus moves stock it has already bought, at no cost or extra work on its side, and a producer investing directly in its reps is one it wants to keep doing business with.
Why is the bonus paid in two parts?
Because a single payment for opening a listing rewards getting stock into a store regardless of whether the store can sell it. Paying a further, smaller amount for each of the following months the product keeps appearing in sell-out means the rep earns more only from listings that actually last, which is the same thing the producer wants.
Does the rep have to work in a new system?
No new system to learn. The targets and the running bonus sit in a light layer on top of the tool the rep already uses, and execution stays on the route they already drive.
Is this only for tobacco?
No. It fits any category where a large part of the outlet universe sits beyond the producer’s own field force and the distributor reports its sell-out. Tobacco is a strong example, and most of traditional trade works the same way: beverages, confectionery, snacks, tobacco alternatives.
Andrzej Masłowski
Deputy Director of Sales and Implementations
Asseco Business Solutions
Andrzej runs sales and delivery for Trade Data Hub and Trade Terms & Settlement. His work sits in the layer this article is about: the data and the commercial terms between a producer and the distributors, wholesalers and chains it sells through.
If you are weighing a programme like the one described here, that is the conversation to have.
Build distribution where your own team never goes
Partner-Led Distribution Building turns distributor sell-out into a target list, delivers it to the reps who already drive those routes, and settles the bonus on listings that hold. The page includes a calculator you can put your own numbers into.
