The case files
Each case follows one distinction, in the order the report discusses them.
Flowtab: sales activity versus revenue captured
A busy traction slide can show that people are buying through your product. On its own, it cannot show what your business kept.
Read the case file: FlowtabBliss.ai: paying customers and unresolved commercial economics
Paying customers answer the first commercial question. They also raise the next ones: how long customers stay, whether they buy again and what each one cost to win.
Read the case file: Bliss.aiCastle: growth in units versus realised revenue and retention
A rising count and a price suggest what a business could earn. Billing, collection and retention show what it does earn.
Read the case file: CastleStandard Treasury: funding request, spending plan and commercial commitments
The amount you ask for, the plan for spending it and the support you point to are three different statements. Each should say exactly what it is.
Read the case file: Standard Treasury
How a case file is laid out
Every part of a case file says whose words it holds: the deck's, the report's or GTM Right's.
- The proposition. What the startup presented. Our summary of the deck
- The evidence. What the public deck disclosed. From the deck
- The commercial distinction. What the evidence demonstrated. GTM Right's reading
- The unanswered question. What the public presentation could not establish. Not shown
- Why it matters. The lesson another founder can apply. For founders
- The next test. One practical question for your own business. Your test
- Our summary of the deck
- GTM Right's short account of what the deck put forward. It adds nothing the deck did not disclose.
- From the deck
- What the public copy shows, as the report records it, with the slide it cites.
- GTM Right's reading
- How GTM Right reads the evidence. It is an interpretation, not a statement by the company.
- Not shown
- Not settled by the public copy. That does not mean the company lacked it.
- For founders
- What another founder can take from the case. It is guidance, not a finding about this company.
- Your test
- One practical question and action for your own business.
Why these four decks
A smaller set of historical decks was read as illustrations, chosen on purpose to show particular issues: the difference between user counts and revenue, acquisition costs beside sales, retention, the meaning of soft commitments and what a fundraising story can and cannot settle. None of them enters a percentage in this report.
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