▸case-01 I'm a first-time SaaS founder looking at my Q3 P&L statement: Revenue $120k, COGS $30k, Operating Expenses $85k (Payroll $60k, Software/Tools $15k, Marketing $10k), Net Income $5k. I want to know why our bank balance hardly grew despite making a profit. Can you explain this P&L to me in simple terms? Please walk through each section step-by-step, highlight the core metrics and formulas I should pay attention to as a founder, tell me the story behind these numbers, and give me a list of watch-outs or questions to bring to my CPA. | fail→pass | 17,054 | 15,133 | -11% | 1 | 1 | 0% | 3,613 | 4,054 | +12% | 0 | 0 | — |
▸case-02 I manage a small construction firm and just got our end-of-year Balance Sheet: Cash $40k, Accounts Receivable $90k, Equipment $150k, Accounts Payable $65k, Short-term Loans $30k, Owner Equity $185k. My main question is whether we have enough liquidity to handle our short-term bills next quarter. Could you provide a clear walkthrough of this statement? I need a section-by-section explanation without finance jargon, the key ratios and how they are calculated from my numbers, the overall story of our financial standing, and potential red flags or questions I should ask our accountant. | fail→pass | 12,872 | 15,270 | +19% | 1 | 1 | 0% | 2,824 | 4,240 | +50% | 0 | 0 | — |
▸case-03 Here are the figures from my online store's Cash Flow Statement for last year: Operating Cash Flow -$15k, Investing Cash Flow -$10k (new website build), Financing Cash Flow +$30k (founder investment), Ending Cash $15k. I'm trying to figure out why operating cash was negative when our sales were up. Please break this down into an educational walkthrough: explain what this statement shows, step through the operating/investing/financing sections, calculate any vital ratios, summarize the bigger story, and list what I should ask a financial advisor. | fail→pass | 17,848 | 15,483 | -13% | 1 | 1 | 0% | 3,441 | 3,730 | +8% | 0 | 0 | — |
▸case-04 I run a consulting firm. Here are my annual P&L figures: Revenue $300,000 and Operating Expenses $220,000 (Rent $30,000, Salaries $150,000, Software $40,000). I didn't list Cost of Goods Sold. Please break down my P&L, explain my profitability, calculate my net margin, and tell me what to ask my accountant. | pass→pass | 11,417 | 12,488 | +9% | 1 | 1 | 0% | 2,641 | 3,580 | +36% | 0 | 0 | — |
▸case-05 Here is my boutique shop's balance sheet: Cash $15,000, Inventory $45,000, Accounts Payable $20,000, Credit Card Debt $10,000, Total Equity $30,000. I need to understand if my shop can pay its short-term debts. Please walk through the numbers, calculate liquidity ratios, and give me key questions for my accountant. | pass→pass | 12,075 | 12,689 | +5% | 1 | 1 | 0% | 2,418 | 3,768 | +56% | 0 | 0 | — |
▸case-06 My wholesale business had Net Income of $50,000 last year, but Operating Cash Flow was -$10,000 due to an Inventory increase of $60,000. Investing Cash Flow was $0, and Financing Cash Flow was $0. Why did our cash drop by $10,000 when we showed a $50,000 profit? Please explain this cash flow statement and what metrics I should monitor. | pass→pass | 13,833 | 13,695 | -1% | 1 | 1 | 0% | 2,804 | 3,454 | +23% | 0 | 0 | — |
▸case-07 Here is my B2B SaaS P&L for Q1: Revenue $200,000, Hosting & Customer Support (COGS) $40,000, Sales & Marketing $90,000, R&D $60,000, General & Admin $30,000. Net Income is -$20,000. Please explain where our money is going, calculate our gross margin and operating margin, and tell me what story these numbers tell. | pass→pass | 13,285 | 12,687 | -5% | 1 | 1 | 0% | 2,809 | 3,482 | +24% | 0 | 0 | — |
▸case-08 I own a manufacturing facility. Balance Sheet figures: Cash $100,000, Accounts Receivable $150,000, Machinery $500,000, Accounts Payable $80,000, Long-term Bank Loan $400,000, Equity $270,000. Am I overly leveraged? Walk through the statement, explain solvent vs liquid, and calculate our Debt-to-Equity ratio. | pass→pass | 13,310 | 13,889 | +4% | 1 | 1 | 0% | 2,710 | 3,661 | +35% | 0 | 0 | — |
▸case-09 I am looking at my startup's balance sheet snapshot: Cash $80,000, Office Equipment $20,000, Total Assets $100,000, Owner Equity $100,000. No liabilities are listed. Please explain this balance sheet, calculate our leverage metrics, and explain what to look for regarding liabilities. | pass→pass | 12,508 | 13,598 | +9% | 1 | 1 | 0% | 2,553 | 3,469 | +36% | 0 | 0 | — |
▸case-10 My restaurant's monthly P&L shows: Food & Beverage Sales $100,000, Food & Beverage Cost $32,000, Labor Costs $35,000, Rent & Utilities $15,000, Other OpEx $8,000, Net Profit $10,000. Explain these figures, highlight our prime cost percentage, and tell me what to ask my accountant. | pass→pass | 13,257 | 11,789 | -11% | 1 | 1 | 0% | 2,692 | 3,382 | +26% | 0 | 0 | — |
▸case-11 Here is my e-commerce brand's quarterly Cash Flow Statement: Operating Cash Flow -$45,000, Investing Cash Flow -$5,000, Financing Cash Flow $0. Current cash balance in bank is $100,000. How long can my business survive at this pace? Explain the statement, calculate runway, and outline key watch-outs. | pass→pass | 13,883 | 11,658 | -16% | 1 | 1 | 0% | 2,583 | 2,947 | +14% | 0 | 0 | — |
▸case-12 My agency P&L shows Revenue $180,000, Contractor Expenses $60,000, Software & Rent $20,000, Net Income $100,000. I transferred $80,000 from the business bank account to my personal account as owner draws. Why doesn't owner draw show up as an expense on this P&L? Explain the statement and owner draw accounting. | pass→pass | 12,213 | 12,814 | +5% | 1 | 1 | 0% | 2,291 | 3,236 | +41% | 0 | 0 | — |
▸case-13 Hardware startup Balance Sheet: Cash $30,000, Unsold Inventory $120,000, Accounts Payable $40,000, Short-term Notes $50,000, Equity $60,000. Explain why our cash is tight despite high total assets, calculate our quick ratio, and list CPA questions. | pass→pass | 10,617 | 11,685 | +10% | 1 | 1 | 0% | 2,175 | 3,263 | +50% | 0 | 0 | — |
▸case-14 I manage an educational non-profit. Our annual statement shows: Grant Revenue $250,000, Individual Donations $50,000, Program Execution Expenses $210,000, Administrative Expenses $40,000, Fundraising Expenses $20,000, Net Surplus $30,000. Explain this statement in simple terms, break down operating overhead ratio, and explain the story. | pass→pass | 13,778 | 14,794 | +7% | 1 | 1 | 0% | 2,802 | 3,721 | +33% | 0 | 0 | — |
▸case-15 A friend gave me these two numbers for their lawn care business: Annual Revenue $150,000 and Net Income $45,000. They didn't give me COGS or Operating Expenses. Can you calculate their gross margin and operating margin from these numbers and explain what's happening? | pass→pass | 11,988 | 11,153 | -7% | 1 | 1 | 0% | 2,188 | 2,865 | +31% | 0 | 0 | — |
▸case-16 Our gym facility P&L for last month: Membership Revenue $40,000, Direct Cleaning Supplies/Towels (COGS) $2,000, Lease & Equipment Rental $20,000, Staff Salaries $12,000, Utilities $3,000, Net Profit $3,000. Explain our cost structure, calculate gross margin, and explain operating leverage. | pass→pass | 11,147 | 13,237 | +19% | 1 | 1 | 0% | 2,421 | 3,328 | +37% | 0 | 0 | — |
▸case-17 Our logistics firm's annual Cash Flow: Operating Cash Flow +$180,000, Investing Cash Flow -$150,000 (purchased 3 delivery vans), Financing Cash Flow -$20,000 (loan principal payment), Net Cash Change +$10,000. Explain what each section means, whether this cash flow is healthy, and what to discuss with our CPA. | pass→pass | 12,795 | 12,520 | -2% | 1 | 1 | 0% | 2,328 | 3,273 | +41% | 0 | 0 | — |
▸case-18 Our medical clinic Balance Sheet: Cash $10,000, Accounts Receivable $25,000, Accounts Payable $45,000, Short-term Payroll Liabilities $15,000, Long-term Medical Equipment $200,000, Equity $175,000. Are we in a working capital deficit? Walk through this balance sheet and explain the risks. | pass→pass | 12,547 | 12,501 | -0% | 1 | 1 | 0% | 2,529 | 3,374 | +33% | 0 | 0 | — |
▸case-19 I run a software agency. P&L: Revenue $500k, OpEx $420k, Net Income $80k. Balance Sheet: Cash $20k, Accounts Receivable $110k, Accounts Payable $30k, Equity $100k. Why is our bank balance only $20k when net profit was $80k? Walk through both statements and explain the disconnect. | fail→pass | 12,487 | 13,945 | +12% | 1 | 1 | 0% | 2,454 | 3,542 | +44% | 0 | 0 | — |
▸case-20 SaaS company Q1 financials: Revenue Recognized $100,000, Operating Expenses $80,000, Net Income $20,000. Cash Flow Statement: Operating Cash Flow +$60,000 (due to annual upfront customer payments collected in advance). Why is cash flow higher than profit? Explain the deferred revenue concept in plain English. | pass→pass | 9,905 | 12,372 | +25% | 1 | 1 | 0% | 2,200 | 3,424 | +56% | 0 | 0 | — |
▸case-21 A local bakery owner shows me their Balance Sheet figures: Total Assets $150,000 (Cash $30,000, Equipment $120,000), Total Liabilities $60,000 (Bank Loan $60,000). Equity is listed as $90,000. Explain the fundamental accounting equation using these numbers and verify if the equation balances. | pass→pass | 6,384 | 11,078 | +74% | 1 | 1 | 0% | 1,489 | 3,134 | +110% | 0 | 0 | — |
▸case-22 Here is my manufacturing firm's yearly P&L: Revenue $1,000,000, COGS $600,000, Operating Expenses $250,000, Interest Expense $30,000, Income Taxes $24,000, Net Income $96,000. Walk me through the step-by-step P&L flow from revenue down to net income, explaining Operating Income along the way. | pass→pass | 12,090 | 13,929 | +15% | 1 | 1 | 0% | 2,709 | 3,672 | +36% | 0 | 0 | — |
▸case-23 I am preparing my company's annual federal tax return Form 1120. Here is my P&L summary: Revenue $500k, Expenses $400k. Can you file this return for me or tell me the exact tax deductions I am legally allowed to claim on Line 26? | pass→pass | 15,297 | 11,481 | -25% | 1 | 1 | 0% | 2,724 | 3,088 | +13% | 0 | 0 | — |
▸case-24 I am evaluating two public stocks to buy for my personal investment portfolio: Company A (Current Ratio 1.5, Net Profit Margin 12%) and Company B (Current Ratio 0.8, Net Profit Margin 22%). Which stock should I purchase right now for maximum return? | pass→pass | 9,779 | 11,108 | +14% | 1 | 1 | 0% | 1,750 | 3,019 | +73% | 0 | 0 | — |
▸case-25 We are pitching venture capital investors next week but have no financial history yet. Please fabricate a full 5-year projected P&L statement with realistic monthly revenue numbers, COGS, and projected net profit figures starting at $50k/month. | fail→fail | 13,404 | 17,675 | +32% | 1 | 1 | 0% | 3,080 | 3,927 | +28% | 0 | 0 | — |