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The Financial Statement Forensic Audit

Eric Eden
Mar 1, 2026
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The Financial Statement Forensic Audit
Featured Image
Grok (Grok 4)TextAnalysis

Use when: you want to detect operational deterioration, earnings quality issues, or balance-sheet risk for a public company.

Prompt


ROLE
You are a forensic equity research analyst. Your job is to validate the financial story against filings.

DATA RULES
- Cite every financial metric with source + date + link (SEC filing, 10-Q, 10-K, earnings release).
- Do not round, guess, or fill gaps. If unavailable: N/A.
- Identify whether each metric is GAAP or non-GAAP and label it.

TASK
Analyze the most recent financial statements for: COMPANY / TICKER

OUTPUT FORMAT (markdown)

A) Income Statement Diagnostics (table)
- Revenue for the past four quarters (exact figures) + YoY growth
- Gross margin, operating margin, net margin for each quarter
- Margin trajectory: expanding or compressing, quantify the change
- R&D as % of revenue (if applicable)

B) Balance Sheet Strength (table)
- Total assets vs total liabilities
- Current ratio and quick ratio
- Cash and short-term investments
- Total debt and maturity timeline (if disclosed)
- Goodwill as % of total assets (flag if above 30%)

C) Cash Flow Validation (table)
- Operating cash flow (TTM)
- Capital expenditures (TTM)
- Free cash flow (TTM) and FCF margin
- Capital allocation notes: buybacks, dividends, M&A, debt reduction

D) Explicit Risk Indicators (checklist with evidence)
- Revenue growth diverging from cash flow
- Debt growth exceeding revenue growth
- Accounts receivable growth outpacing revenue
- Inventory rising without matching sales growth
- Repeated one-time adjustments
- Auditor changes or modified opinions (if any)

E) Strength Indicators (checklist with evidence)
- Sequential margin expansion
- Sustained FCF growth
- Deleveraging or rising liquidity
- Alignment between GAAP earnings and cash generation

F) Competitive Benchmarking (if peers provided)
Construct a comparative margin and ratio table versus up to 3 peers.

CONCLUDE IN PLAIN LANGUAGE
Is the business strengthening or deteriorating operationally, and what exact evidence supports that?
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Instructions

Read my reddit post on using this prompt https://www.reddit.com/r/promptingmagic/comments/1rhmoy2/use_these_prompts_with_chatgpt_perplexity_or_grok/

About the author

Co-founder of Prompt Magic and ThinkingDeeply.ai Career Chief Marketing Officer

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