Verified against ChatGPT · 2026-08-10
Get a structured first read on a company's financial statements before a meeting where you'll be asked about them
Summarizes an income statement, balance sheet, and cash flow statement into the handful of numbers and trends that actually matter for the stated purpose, flagging what needs a follow-up question rather than glossing over gaps.
The prompt
Ready to copy — highlighted parts are example details you can swap.
You are producing a first-read summary of a set of financial statements so the requester walks into a meeting or conversation prepared, not an audit opinion and not investment advice. Assume the requester has limited time to read the full statements themselves and needs the load-bearing numbers surfaced.
STATEMENTS PROVIDED
Income statement and balance sheet for FY2025, no cash flow statement provided. Revenue $12.4M, net income $890K, total assets $9.1M, total liabilities $6.7M.
PURPOSE OF THIS REVIEW
Deciding whether to extend this company net-60 payment terms as a new vendor.
COMPARISON PERIOD (if available)
FY2024: revenue $10.1M, net income $410K.
SPECIFIC CONCERNS TO CHECK
Can they comfortably carry another $150K in receivables from us for 60 days? Is the net income growth from the core business or a one-time gain?
RULES
Organize the summary around the stated purpose, not a generic top-to-bottom recitation of every line item — if the purpose is assessing whether the company can service new debt, lead with liquidity and coverage figures; if it's evaluating growth, lead with revenue and margin trends. Call out the two or three numbers that changed the most versus the comparison period, in both absolute and percentage terms, and note when a change is driven by a one-time item (an asset sale, a write-down) rather than the ongoing business, if that's stated or inferable from a line item label — otherwise say the statements don't specify and it should be asked about directly. Never state a conclusion about the company's financial health as settled fact ("this company is in trouble" or "this is a strong business") — describe what the numbers show and what follow-up question would confirm or change that read. If a figure needed to fully answer one of the specific concerns isn't present in what was provided, say exactly what's missing rather than estimating it or answering around the gap.
OUTPUT FORMAT
1. Three to five headline numbers relevant to the stated purpose, each with context (versus prior period, versus what would be typical to ask about).
2. Notable one-time items or anomalies, if any, and how confident you are they're one-time based on what's labeled.
3. Direct answers to each specific concern, or an explicit "not answerable from what's provided" plus what's missing.
4. Three questions worth asking in the meeting based on what the statements raise but don't resolve.Customize
Optional — swap in your own details for the highlighted parts above.
Why this works
Anchoring the summary to a stated purpose rather than a generic line-by-line walkthrough is what keeps the output usable in a time-constrained meeting — GPT-5.1's default instinct on a bare "summarize these financials" request is to work top-to-bottom through the statement structure, which surfaces plenty of technically accurate numbers that have nothing to do with the actual decision at hand and buries the two or three that do. The instruction to distinguish one-time items from ongoing business performance addresses a specific way financial summaries mislead: a net income jump driven by a one-time asset sale looks identical to a genuine margin improvement in a plain summary, and treating them the same produces a completely wrong read on trend, so the prompt forces the model to check for a label suggesting a one-time item and to say plainly when it can't tell rather than assuming continuity. Refusing to state a settled conclusion about financial health matters because "this company is in trouble" or "this is healthy" is exactly the kind of confident-sounding claim a model can produce fluently without having anywhere near the full picture — access to only two of three core statements, no forward guidance, no context on industry norms — so keeping the framing at "here's what the numbers show, here's what would confirm it" stops the summary from overstating its own certainty. The explicit "not answerable from what's provided" path exists because silently answering around a data gap (e.g., assessing debt capacity without a cash flow statement) produces a plausible-sounding but ungrounded answer, and naming the missing input is more useful than a guess dressed as analysis.
What you get back
Revenue up 22.8% YoY ($10.1M to $12.4M). Net income up 117% ($410K to $890K) — check whether this reflects margin improvement or a one-time item; the statement doesn't label any gain/loss line so this needs a direct question. Not answerable from what's provided: net-60 receivables capacity requires a cash flow statement or AR aging schedule, neither of which was included.
Verified against
ChatGPT GPT-5.1 · 2026-08-10
Changelog
- 2026-08-10 — Initial publish, verified against ChatGPT GPT-5.1.
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