Every founder knows the slide. One large figure sits in the middle of it, in the biggest type in the deck, and the room is meant to remember it. It might be the value of everything sold through the product, the total of a signed contract, the worth of a set of pilots or a year's revenue projected from a strong month.
Each of those can be real, and each can be impressive. None of them is automatically the revenue the business earned. A reader who takes them as revenue has made an assumption the slide did not support, and a founder who presents them that way has left the most important question about the business to someone else's guess.
The big number was not always money earned. Thirty-seven decks showed a monetary figure. Of these, 13 primarily presented other or unclear measures, such as transaction value, contract or pilot value, annualised sales, or an inadequately labelled amount, and another four were borderline revenue claims. The label, unit, period and economic meaning matter.
Big numbers that measure something else
The research read the money figures in public decks and asked a narrow question of each one: does the deck label this as the company's own revenue? Often it did not.
Of the 37 level-A decks containing a monetary figure, 20 explicitly labelled it as the company's own revenue.
The rest were not necessarily wrong. They were measuring something else, and the research keeps that difference rather than smoothing it over:
Other money figures. Transaction volume, contract or pilot value, gross profit, annualised or projected amounts and unlabelled figures are not silently counted as revenue.
The examples in the report suggest five kinds of figure to watch for. Each answers a different question from the one a reader usually asks.
Money that passed through. A product that sits inside someone else's transaction sees all of the money and keeps some of it. The total measures activity. The company's share is a different and smaller figure.
Flowtab's traction slide counted bars, users, weekly orders and total sales, and gave the cost of winning each bar. What it did not separate was the money that passed through the product from the money the company kept. The Flowtab case file follows that gap in detail.
A second figure beside the total changes what a reader can do with it. iGrow's deck put a gross-profit claim next to its transaction value.
That additional ratio helps a reader ask how much economic benefit could accrue to the company.
Money that was promised. A signed contract is real evidence of a commercial relationship. Its total value describes what may be paid over the life of the agreement, not what has been billed or collected so far. Pilots are looser still: a pilot's value can be contracted, billed or only prospective, and a slide that does not say which leaves the reader to choose.
A signed contract is evidence of a commercial relationship, but total contract value is not automatically equivalent to cash collected or revenue earned in the period.
Money that was projected. A run rate projects a period of trading onto a full year. It can describe momentum fairly, so long as the reader can see the period it came from and the revenue actually recorded.
An annualised run rate can be a meaningful operating indicator, but the underlying time interval, actual recorded revenue and method of extrapolation need to be stated. For an early business, the difference between one strong month and a recurring twelve-month pattern is substantial.
Money with an unclear label. Sometimes a figure is called revenue, but the business model makes the word hard to read. A service whose value to customers is the money it saves them can chart a gross figure without showing how much of it the company kept.
A label can be technically plausible yet insufficient to establish how the commercial model works.
Money that could be billed. A deck can state no money figure at all and still invite the reader to calculate one. Castle's deck showed the rental units it managed rising and stated a monthly price for each, which invites the reader to multiply. The product of the two is what the business could bill if every unit paid in full. It is not a record of what was billed, or of what was collected.
Those two pieces of information can help a reader understand the possible economics of a property-management offer. The next questions are whether every unit paid the stated fee, whether revenue was collected and whether retention was strong.
Why the label matters more than the size
It is tempting to think the bigger number is always the stronger one. The research suggests the opposite can be true.
A large level-A transaction figure can reveal less than a small but clearly labelled recurring-revenue number.
A clearly labelled figure answers a question: this is what customers paid us, over this period. An unlabelled one asks the reader to answer it for you, and a reader left to guess may guess cautiously. A large number that turns out to mean something smaller can cost more credibility than a small number that was plain from the start.
It matters for you as much as for the reader. If the figure you watch most closely is the volume going through your product, the business can feel as if it is growing while the part you keep, and what it costs to earn it, stay out of view.
The principle for your own deck: name the measure before using it as proof. “Our customers processed £500,000 through the platform” communicates something different from “we earned £50,000 of revenue,” and both differ from “we have signed agreements worth £500,000 over two years.”
What a clear number looks like
A clear money slide does not need the largest figure. It connects the figure to whatever produced it, so a reader can see how the money is made as well as how much there is.
The strength of the presentation is the connection between an economic outcome and the operational mechanism behind it, rather than a revenue headline floating on its own.
A slide like that does not ask the reader to trust a headline. It shows the money beside the activity that earns it, and the reader can test one against the other.
Label your own number before anyone else does
You do not need a new metric to fix this. You need four answers about the figure you already lead with:
- What it measures. Revenue your company earned, money passing through the product, the value of a contract or a pilot, gross profit, or a projection.
- The period. The month, quarter or year it covers, and whether it was observed or annualised.
- Your share. If the figure is not your revenue, the part of it your company kept.
- What it cost. What you spent to win and serve the customers behind it, as far as you know.
For a marketplace, the research puts the same check as four questions:
If you run a marketplace, four questions sit behind a transaction-volume headline: What was transacted? Over what period? What fees did the business retain? What costs were incurred to generate and serve those transactions? You can pull all four answers from your own records.
Then decide which number leads. If your revenue is small and your volume is large, show both, labelled, side by side. The smaller number can be the one that tells a reader what kind of business you have.
The question to take away
Your test
If someone asked what my biggest number measures, could I say in one sentence whether it is money my company earned, and over what period?
Write that sentence under the figure, in your deck and in the report you read every week. If you cannot write it, finding out is your next test, and the place to start is your own billing records.
The research's question this belongs to
- What money did the company earn?If we use a financial figure, is it revenue recognised by our company, money passing through the platform, contract value, gross profit, forecast or an annualised run rate? What is the time period, currency and source?
Where this story comes from
Every deck statement, quotation and figure on this page comes from the research report. These are the places it draws on.
Quoted from the report
- Summary: What we found, and why it matters to your business
- Section 3: A large money figure is not necessarily company revenue
- Appendix A: Evidence definitions: six distinctions this report keeps
- Section 3.1: Transaction volume versus money retained
- Section 3.2: Contracts, pilots and annualised numbers
- Section 9.4: Castle: unit counts, price and the missing bridge
- Section 1.4: What the evidence levels mean
- Section 3.3: What clearer financial evidence looks like
Decks in this story
As the report records the public deck, with the slide it cites.
- Flowtabin the Atlas: FlowtabSlide 7 in the Slide-level Evidence Explorer: Flowtabthe report's source entry for Flowtab
- iGrowin the Atlas: iGrowSlide 8 in the Slide-level Evidence Explorer: iGrowthe report's source entry for iGrow
- Butlrin the Atlas: ButlrSlide 4 in the Slide-level Evidence Explorer: Butlrthe report's source entry for Butlr
- Tallyfyin the Atlas: TallyfySlide 3 in the Slide-level Evidence Explorer: Tallyfythe report's source entry for Tallyfy
- Shippoin the Atlas: ShippoSlide 3 in the Slide-level Evidence Explorer: Shippothe report's source entry for Shippo
- Bill Trimin the Atlas: Bill TrimSlide 7 in the Slide-level Evidence Explorer: Bill Trimthe report's source entry for Bill Trim
- Castlein the Atlas: CastleSlides 7 and 8 in the Slide-level Evidence Explorer: Castlethe report's source entry for Castle
- Mero Technologiesin the Atlas: Mero TechnologiesSlide 12 in the Slide-level Evidence Explorer: Mero Technologiesthe report's source entry for Mero Technologies
Case files this story draws on
What a story is, and is not
An illustration, not a verdict. A story uses public decks the research discusses to illustrate a commercial question. It is not a judgement of any company, team or deck, it does not rate how well a deck pitches, and it says nothing about what later happened to any company or about any company's fundraising.
The library labels these presentations as associated with fundraising. That label does not confirm that any particular round closed or that the public deck was exactly what investors saw.
Selected cases. Historical illustration only, intentionally chosen, excluded from all headline sample percentages. Their deck content is not evidence that a later adverse company event occurred.
Figures as presented. Figures were transcribed from public slides and classified according to rules. They are presentation disclosures rather than company accounts.
Privately held evidence. Public decks may be shortened, updated, rewritten, redacted or different from what was shared privately. A missing revenue or retention figure is a statement about public disclosure, not proof that the company had no such information.
Causation. The counts are patterns, not causes. The study cannot show that a deck, or the activity behind it, caused a company to raise money, to continue or to reach any later result.
- Research method. AI-assisted methods were used to read and classify the publicly available presentations. The classifications were not independently second-coded. The research reports what published deck material disclosed, with source references and definitions provided.
How the research was doneEvidence definitionsSource index for cited decks