The proposition
Our summary of the deck
Flowtab's public angel presentation made its case through traction. One slide counted the bars using the product, the people using it, the orders coming through each week and the sales recorded over three months, and gave the cost of winning each bar.
The evidence
From the deck
As the report records the public deck, with the slide it cites. Each line links to the same slide in the Slide-level Evidence Explorer.
- Seven bars, 2,200 users, approximately 120 orders a week, $12,450 of total sales across three months, and a cost of $1,500–$2,500 to win each bar.Slide 7 of the Flowtab deck, in the Slide-level Evidence Explorer
The commercial distinction
GTM Right's reading
The slide is evidence that something was happening in the market. Bars had taken the product on, people were using it and orders were coming through every week. Those are actions by people outside the founding team, which is what a market response is.
What the slide does not separate is the money that passed through the product from the money Flowtab kept. “Total sales” measures activity. If it means drink sales going through the product, the company's own revenue is a different figure, and the slide does not give it.
The cost of winning each bar sharpens the point. Set beside a sales total, an acquisition cost invites one question above all: did what the company earned from a bar cover what it cost to win it? The slide shows the cost but not the earnings, so it cannot answer.
A large volume of activity may validate interest. It does not automatically settle the economics.
The unanswered question
Not shown
The report leaves these questions open:
If “total sales” means drink sales going through the product rather than revenue retained by Flowtab, what amount did the company actually earn? How many transactions repeated, and what did it cost to keep each venue active?
The slide does not provide enough information to conclude whether acquisition costs were recovered, whether the model could sustain itself or what happened later to the company.
Why it matters
For founders
Many products sit inside someone else's transaction: ordering, booking, payments, marketplaces. In any of them, three figures are easy to blur: what customers spent through the product, what the business kept, and what it cost to win the customer. A deck that shows only the first leaves a reader to guess the second, and the third means little without it.
The principle for your own deck: name the measure before using it as proof.
Label a sales figure for what it is, and put the amount your business kept beside it, even when the second number is much smaller. A smaller figure that is clearly labelled tells a reader more than a large one they have to interpret.
The next test
Your test
What did my business keep from the sales I show, and did it cover what each customer cost to win?
Build one view of your own business with four things in it: what it cost to win each customer, the revenue your company kept from them, the period it covers and how many came back. If you cannot fill in one of the four, measuring it is your next test.
The next useful commercial test for a business like this is to put acquisition cost, revenue retained by the company, the period and repeat behaviour in one view.
The research's questions this case raises
- 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?
- Do customers repeat the action?Are they coming back, renewing, expanding or buying again? If we are too early to measure that, what experiment would create the first observable repeat signal?
- Can we describe how to reach the next buyer?What is the customer's trigger, where can we access them, what message earns a response and what is the next commercial action? Can we test this with a modest number of reachable buyers?
- What is still unproven, and what is the smallest useful next test?Rather than filling a missing slide with assumptions, identify the single uncertainty most likely to change the decision to build, sell, spend or raise.
What a case file is, and is not
An illustration, not a verdict. A case file shows what one public deck disclosed and the commercial question it raises. It is not a judgement of the company, its team or its prospects, and it says nothing about what later happened to the company.
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.
Deck rights stay with their owners. The report cites deck pages and slide references and reproduces no deck images. A public URL is not permission to republish images or entire presentations.
- 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