N × M Watch
The business everyone wants to cut out

Remove the middleman and you inherit his arithmetic.

A distributor looks like pure markup: it buys a thing and sells the same thing for more. What it actually sells is the elimination of connections — and connections multiply. Set the size of the market below and switch the model.

Manufacturers45
Brands supplying the category
Shops320
Retail points in the territory
Deliveries2 / week
Per shop, from the distributor
Model Who delivers to the shop
Commercial relationships
Truck stops per week
Average drop size
Logistics cost per case

Assumes each shop moves 60 cases a week across all brands, $22 per truck stop and $0.30 per case on the road, plus $0.55 per case of warehouse handling in the distributed model. The diagram shows a sample of the network, not every node.

The functions

Eight jobs, only one of which is moving boxes

If a manufacturer goes direct, it does not remove these jobs — it takes them on. Most of the ones that fail underestimated numbers three, four and five.

01 — Break bulk

Turning a pallet into six units

A factory ships in truckloads because that is the only economic unit it has. A corner shop wants four cases. Somebody has to own the gap between those two quantities, and owning it means holding stock.

02 — Assortment

Forty brands on one invoice

The shop wants one delivery, one document, one payment and one person to call. Assembling that from forty separate manufacturers is the actual product a distributor sells.

03 — Credit

Financing the whole channel

The distributor pays the factory in 30 days and gets paid by the shops in 45 or 60. It is a lender wearing a warehouse — and in many countries this is quietly the largest source of working capital that small retail has.

04 — Inventory risk

Owning what might not sell

Once the stock is bought it belongs to the distributor: obsolescence, expiry, damage, fashion, a discontinued line. This risk is exactly what the margin is paid for, and it is the part outsiders never price.

05 — Market access

The sales force nobody wants to build

Reps who already know every shopkeeper in a territory by name, and can get a new product onto a shelf in a week. For a manufacturer, replicating that relationship network is years of work.

06 — Logistics

Frequency, not distance

The hard problem is not reaching a shop once, it is reaching six hundred of them twice a week with the right cases on the right truck in the right order.

07 — Returns and claims

The reverse flow

Damaged goods, expired stock, recalls, wrong deliveries. Unglamorous, expensive, and the reason a shop stays loyal to a distributor that handles it without an argument.

08 — Information

The most valuable and least visible asset

The distributor knows what actually sells, in which street, at which price, and when a competitor's promotion started working. Manufacturers going direct usually discover this last — that they bought back the logistics and lost the visibility.

A distinction people get wrong

Wholesaler, distributor, agent

Three words used interchangeably for three different relationships with the manufacturer.

WholesalerDistributorAgent / broker
Takes ownership of stockYesYesNo
Relationship with the brandBuys opportunistically, no commitmentContracted, often exclusive for a territoryRepresents the brand, paid a commission
Carries competing brandsAnything that sellsUsually restricted by the agreementSometimes, sometimes prohibited
Does it sell the brand activelyNo — it fills ordersYes — targets, promotions, shelf spaceYes — that is the entire job
Who carries the riskThe wholesalerThe distributorThe manufacturer
Typical margin5–15%10–30%3–10% commission
The money

A twenty per cent margin that ends at two

Distribution looks like a fat markup and operates like a razor-thin one. Where a typical hundred dollars of sales goes:

Cost of the goodspaid to the manufacturer
$80.00
Warehouserent, racking, energy, pickers, systems
$5.50
Transportfleet, fuel, drivers, maintenance
$4.50
Sales forcereps, commissions, vehicles, phones
$4.00
Administrationoffice, finance, IT, management
$2.50
Financing the receivablesinterest on money already spent
$1.20
Lossesbreakage, expiry, theft, bad debt
$0.80
What is leftbefore tax — and this is a good year
$1.50

That is why volume is everything in this business, why a lost account hurts far more than it looks like it should, and why distributors are so aggressive about minimum order values. A small delivery does not make less money — it loses money.

What actually kills distributors

Profitable companies run out of cash

The cash conversion cycle: how many days pass between paying for goods and being paid for them. Every one of those days has to be funded by someone.

Days inventory

+ 38 days on the shelf

Bought, received, put away, and sitting in the racking until a shop orders it. Faster-moving lines are healthier, which is why the slow tail of a catalogue is watched so closely.

Days receivable

+ 47 days waiting for shops to pay

The invoice terms plus everyone who pays late. Collections is a real department, and in many markets it is the most important one in the building.

Days payable

− 32 days of supplier credit

The one lever pushing the other way. Negotiating longer terms with manufacturers is worth more to a distributor than a discount of the same size.

The result

53 days of cash, funded by you

38 + 47 − 32. On $50 million of annual sales at 80% cost of goods, that is roughly $5.8 million permanently tied up in the gap — money that exists only as stock in racking and invoices nobody has paid yet. Growth makes it worse: every extra sale widens the hole before it fills it.

Which is why

Growth can be fatal

A distributor winning a large new account has to buy the stock and fund the receivable months before the profit arrives. More companies in this sector fail from growing too fast than from shrinking.

Which is why

Credit limits are non-negotiable

Every shop has a ceiling and a payment history, and the system will block an order at the door. It feels bureaucratic from the shop's side; from the distributor's side it is the difference between a bad month and insolvency.

Which is why

Stock turns are the headline metric

How many times a year the whole inventory sells through. Six turns and a 20% margin beats twelve turns and 10% only until you count the cash tied up — which is the calculation experienced operators run first.

Inside the building

One case, from the door to the truck

01

Receiving

Truck at the dock, quantities counted against the purchase order, damage noted, batch and expiry recorded. Everything wrong that is not caught here becomes a dispute six weeks later with no evidence.

Watch: batch and expiry
02

Put-away and slotting

Where a product lives is a decision, not an accident. Fast-moving lines go at waist height near the packing area; the slow tail goes high and far. Good slotting cuts picking time more than any other single change.

Rule: fast lines, short walks
03

Picking

Sixty to seventy per cent of all warehouse labour, and most of it is walking. This is why the route through the racking is optimised, why orders are batched, and why voice and scanner systems exist at all.

Cost: the biggest line
04

Checking and packing

The last chance to catch an error before it becomes a return, a credit note and a phone call. Cheap here, expensive everywhere downstream.

Target: 99.5% accuracy
05

Loading in reverse delivery order

The last stop goes in first. A truck loaded in the wrong sequence turns a six-hour route into a nine-hour one, and the driver finds out one stop at a time.

Method: last in, first out
06

Cross-docking, when possible

Goods that arrive already assigned to a customer move straight across the dock to the outbound truck without ever being stored. No racking, no picking, no capital tied up — the cheapest case a distributor ever handles.

Saving: skip 02–03
Not one industry

The same structure, six very different businesses

SectorWhat makes it hardTypical margin
PharmaceuticalHeavily regulated, batch and serial tracking to the individual pack, recalls that must reach every unit, and same-day delivery expected by pharmacies.4–8%
Food and freshCold chain unbroken from dock to shelf, short shelf life, and waste that is written off in days rather than seasons.6–14%
BeveragesEnormous weight per dollar of value, returnable packaging, and direct store delivery routes that run to a fixed timetable.8–18%
Auto partsA catalogue of hundreds of thousands of items where most sell a handful a year, but the mechanic needs it this afternoon.25–40%
Electronics and ITPrices fall while stock sits still, so holding inventory too long destroys the margin without anything going wrong.4–10%
Construction materialsBulk, weight, site deliveries with no dock, and demand that swings with weather and interest rates.12–25%
The threat

Everyone has been cutting out the middleman for forty years

And distribution has grown throughout. The pressure is real; the disappearance keeps not happening, for reasons the first section already explained.

Real pressure

Manufacturers going direct

Works well for a narrow, high-margin range sold to a few large customers. It falls apart across a long tail of small accounts, which is precisely where distributors are strongest.

Real pressure

Marketplaces and platforms

They disintermediate the search and the order, which used to be a large part of a rep's value. They do not disintermediate the pallet, the credit, or the Tuesday delivery.

Real pressure

Large retailers buying direct

Any chain big enough to absorb a full truckload will eventually skip the distributor for its top-selling lines — and keep using one for everything else in the catalogue.

The response

Become harder to remove

Value-added services: kitting, labelling, light assembly, managing the shop's shelf, vendor-managed inventory. Once the distributor is running the customer's replenishment, removing it costs more than it saves.

The response

Sell the data

Sell-through by street, by week, by competitor promotion. Brands cannot see any of this from their own factory, and increasingly pay for the visibility.

The underlying reason

n + m is smaller than n × m

Every argument for cutting out the middleman is really an argument about who performs the functions, not whether they are performed. Somebody breaks the pallet, finances the shop, and drives on Tuesday. The only open question is whether that somebody is specialised in it.

Vocabulary

Twelve words from the warehouse floor

SKU
Stock keeping unit — one specific item in one specific size and flavour. A distributor is measured by how many it carries and how many it wishes it did not.
Break bulk
Splitting a pallet or truckload into the small quantities a shop can actually use. The founding function of the whole industry.
Drop size
How much is delivered in one stop. The single number that decides whether a route makes money.
Minimum order value
The threshold below which a delivery costs more than it earns. Unpopular with shops, non-negotiable for a reason.
Stock turns
How many times a year the inventory sells through. High turns mean cash comes back quickly, which usually matters more than margin.
Fill rate
The share of ordered lines actually delivered on time. The number retailers judge a distributor by, ahead of price.
Cross-docking
Moving goods from an inbound truck straight to an outbound one without storing them. The cheapest possible handling.
Slotting
Deciding which product lives in which location. Quietly one of the highest-return decisions in the building.
Dead stock
Inventory that no longer sells. It was paid for in cash and is now occupying racking that a moving line could use.
Cash conversion cycle
Days of inventory plus days of receivables minus days of payables. The number that decides whether growth is survivable.
Vendor-managed inventory
The distributor decides what to send before the customer orders it, based on shared sales data. Sticky, and hard to unwind.
Sell-in vs sell-out
What the brand sold into the channel versus what the shop actually sold to a person. Confusing the two is how brands come to believe a bad product is doing well.
One minute, one distinction

Wholesaler or distributor?

A short breakdown of the difference between the two — who takes ownership, who carries the risk, and who is actually working for the brand.

Watch: wholesaler vs distributor