Sales Engine

Strategy & GrowthEssay8 min read

A business that has crossed most of the second bridge has earnings a buyer will pay for. Whether the buyer will pay for growth on those earnings is a different question, and in an owner-run business the honest answer is often no. The owner has been the business's best salesperson for years. Growth has come from the owner's relationships and reputation, and from the owner's willingness to pick up the phone. A buyer's model looks at that and assumes growth stops the day the owner leaves, because nothing in the records says otherwise.

Sales Engine builds the records that say otherwise. It produces the evidence a quality-of-earnings team uses to test growth: who buys again and for how much more, how the pipeline converts, whether growth was bought with price, and whether anyone other than the owner can sell. Without that evidence, growth is something the owner describes, and a buyer pays for the business as it stands on the day of sale. With it, adjusted EBITDA becomes a figure a buyer will pay for growth on.

Where Sales Engine sits

Four drivers take reported earnings to an adjusted figure that survives a buyer's diligence. This essay covers the third.

Reported EBITDA

  1. Add-back TighteningShrinks the adjustments to a short list of documented, historical, one-off items
  2. Diligence ReadinessAssembles the customer evidence and the liabilities file a buyer's lawyers and accountants test
  3. Sales EngineThis essayProduces the evidence of growth that does not depend on the owner selling
  4. Value CaseProduces the inputs the valuation consumes, set out in the essay on what adjusted EBITDA is worth

Adjusted EBITDA

Where growth comes from

The first record splits three years of revenue between existing and new customers, and it should show growth from new customers in the latest year at least matching the revenue lost to customers who left. Alongside it, the pipeline lives in a system with each opportunity's stage, value and owner, run by the sales lead, and the owner is named on only a small share of its value.

The split comes from tagging every customer with the year they first bought, so that each year's revenue can be divided into new, retained and lost. A single total that rises or falls cannot tell a buyer whether the business is growing by winning new customers, by selling more to existing ones, or only replacing the customers it loses. A business whose new revenue barely covers its churn is running to stand still, however healthy its total looks. Seeing where growth comes from, and that it does not come from the owner, is what lets a buyer price any growth at all.

Each year's customers, followed

The second record is net revenue retention for each annual group of customers, for three years: the share of the prior year's spending each group kept, after the customers who left and the growth from those who stayed. The most recent groups should keep most of their spending, and no group should fall far below that without a documented cause.

Do each year's customers grow?

Illustrative. Net revenue retention for each group of customers, by the year they first bought: what the group spent in the latest year as a share of what it spent the year before, after the customers who left and the growth from those who stayed.

Net revenue retention

First bought four years ago: 94%First bought three years ago: 88%First bought two years ago: 72%Illustrative bar, 85%: 85%94%88%72%Illustrative bar, 85%0%25%50%75%100%First bought four years agoFirst bought three years agoFirst bought two years agoFirst bought four years ago: 94%First bought three years ago: 88%First bought two years ago: 72%Illustrative bar, 85%: 85%94%88%72%Illustrative bar, 85%0%25%50%75%100%First bought fouryears agoFirst boughtthree years agoFirst bought twoyears ago

Each newer group of customers keeps less of its spending than the one before, and the newest falls below the illustrative bar. The account plans on its decliners are the first thing a buyer will ask to read.

Show the numbers
Customer groupNet revenue retention
First bought four years ago94%
First bought three years ago88%
First bought two years ago72%
Illustrative bar, 85%85%

Retention by cohort tests directly whether a customer base is growing or leaking. A total can rise while every cohort shrinks, as long as new customers arrive faster than old ones fade, and a buyer who sees only the total cannot tell. Followed group by group, the pattern is plain. In the illustration, each newer group keeps less of its spending than the one before, and the latest falls below the bar: the newer customers are less committed than the older ones, which is worth knowing long before a buyer points it out.

Each quarter the finance lead builds the schedule from the ledger and reviews it with the sales lead, with churned, retained and expanded revenue shown separately. Every customer whose spending fell sharply gets a named reason and a plan from its account lead, kept on the schedule, because those are exactly the customers a buyer reading it will ask about.

A pipeline that converts on record

The third record is the pipeline's own history: win rate and sales cycle length trended by quarter from the system, over long enough to compare the latest year with the one before. The latest year's win rate should not be materially below the previous year's, the cycle should not be materially longer, and pipeline value at each quarter's end should be several times the next quarter's target for new business.

A forecast of new business rests either on a conversion rate the system has recorded or on a sales lead's confidence, and a buyer will credit only the first. For the recorded rate to mean anything, the pipeline's stages and the rules for what counts as won, lost or stale are written down once, so the win rate means the same thing every quarter. Win rate, cycle length and coverage go on one page each quarter. And each quarter the finance lead ties a sample of won opportunities to invoices and of lost ones to the record, so that the system's numbers are the ledger's numbers and the forecast can be believed.

Growth that was not bought with price

The fourth record is a bridge for each of the last three years that splits the change in revenue into price, volume and mix by line, reconciled to the statements. It should show realized prices holding on the lines that grew in volume, and name any line that grew on price cuts.

Price or volume?

Illustrative. Revenue growth can come from selling more or from charging more. A buyer capitalizes growth that came from volume at held prices, and discounts growth that was bought with price cuts. Split the change before anyone asks.

$2,000,000
6%
−2%
Revenue change from volume
$120,000
Revenue change from price
−$42,400
Total revenue change
$77,600

The bridge separates growth a buyer will pay for from growth a buyer will discount. Revenue that rose because the business sold more at the same prices is growth with the margin intact. Revenue that rose because prices were cut to win volume may have raised the total while lowering the profit on every sale, and a buyer will capitalize it only reluctantly. In the illustration, revenue grew by $77,600, but volume added $120,000 and price cuts took $42,400 away, so the business was discounting its way to the growth in its headline.

Building the bridge needs unit price and quantity on every invoice line, coded to the product or service line, so that realized price is computed from the invoices. The bridge is built each year from that data, reconciled to the reviewed statements and signed by the sales lead. A written price floor by line, with any sale below it approved by the sales lead and logged, turns each price cut into a recorded decision that a buyer can read on a list.

A sales seat that works without the owner

The fifth record is the sales seat's own results: a written quota and compensation plan approved before the year began, and the sales lead's results against it, quarter by quarter, across the latest full year, at or near quota in most quarters, with only a small share of closed revenue in that time attributed to the owner.

The other four records lead here. A buyer who sees a sales lead meeting a quota the owner did not carry, on accounts the owner no longer runs, has evidence that new business arrives through a seat and a plan that will survive the change of owner. The quota is built from the pipeline coverage and win rate on record, so it reflects what the system shows the seat can do. Every won opportunity carries the name of the person who ran it, with the owner's involvement recorded as support or as lead, so the owner's share of closed revenue comes from the system. Results against quota are reviewed in writing every quarter. Growth that runs through a seat and a plan carries on when the person in the seat changes, or the owner does, and that is the durability a buyer is looking for before it will pay for growth.

What it does to value

Sales Engine is the only driver on this bridge that can add growth value, and it can do so only once the business is through the gate. Until the business has shown that it earns more than its cost of capital on what it reinvests, growth is valued at zero, and so is the driver. Once the gate is passed, growth is valued as the reinvestment the business makes multiplied by the return it earns on it, for as long as the evidence says the advantage lasts, and the driver moves up the ranking. The growth a buyer prices into the multiple on the strength of the record is recorded separately, as price.

What has to be in place first

The cohort schedule and the split by vintage are views of the customer schedule from Diligence Readiness, so that comes first. Every material account needs a named lead as its working contact, from Relationship Transfer, because a sales lead cannot carry a quota on accounts the owner still runs. Invoicing has to record price and quantity by line, which Books sets up. And there has to be a sales lead in the seat, with a budget for a pipeline system.

Knowing that it works

Net revenue retention by cohort, quarterly, shows whether existing customers are growing. Win rate and median cycle length are tracked by quarter, with the first quarter outside the bar reported, since an average would hide it. Pipeline coverage of the next quarter's target sits beside realized price change by line, which is flagged in any quarter a line grows in volume while its price falls. And the owner's share of closed revenue should be small and falling.

Without the sales lead in the room, the owner should be able to name the three largest declining customers in the cohort schedule and say why they are declining. Next quarter's new business, forecast from the pipeline page alone as coverage times win rate, is set against the sales lead's own forecast, and the owner accounts for any large gap. The hardest test is staying out of every deal for a quarter and then reading the quota result from the system.

Why it slips, and what holds it

The engine runs down in three ways: the pipeline empties while the owner starts selling again, prices are cut to hold volume, or the sales lead leaves and the quota leaves with them. Recording the owner's involvement at every close and reporting it each quarter shows the first. Reviewing the price floor and its exception log with the annual bridge catches the second. And because the quota and compensation plan belong to the seat and are written before each year, a replacement inherits a plan and a defined pipeline, so losing the lead does not mean starting again.