{"id":"grade-01","prompt":"What is deferred revenue, and where does it appear in the financial statements?","response":"Deferred revenue is cash a company has received for goods or services it has not yet delivered. Because the company still owes the customer, it is a liability on the balance sheet (usually current). As the company delivers, it moves the amount from deferred revenue to revenue on the income statement.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":5,"completeness":5,"clarity":5},"overall":5,"comment":"Correct definition, correct classification as a liability, and the release into revenue explained in one sentence."}
{"id":"grade-02","prompt":"Is depreciation a cash expense?","response":"Yes. Depreciation reduces the company's cash every year, which is why it appears on the cash flow statement.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":1,"completeness":2,"clarity":4},"overall":1,"comment":"Wrong: depreciation is a non-cash expense. It appears in operating cash flow as an add-back precisely because it did not use cash; the cash left when the asset was bought. Clear writing does not offset a false core claim (overall capped at 2; here 1)."}
{"id":"grade-03","prompt":"How do you calculate free cash flow, and why do investors care about it?","response":"Free cash flow = cash flow from operations − capital expenditures. It shows how much cash the business generates after maintaining and growing its asset base.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":5,"completeness":3,"clarity":5},"overall":4,"comment":"The formula and meaning are right. It only half-answers the second part: it should say investors use FCF for dividends, buybacks, debt paydown and valuation (DCF)."}
{"id":"grade-04","prompt":"What is the difference between gross margin and contribution margin?","response":"They are the same thing: both subtract the cost of the product from revenue. Contribution margin is just the name used in management accounting, while gross margin is used in external reporting.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":2,"completeness":3,"clarity":4},"overall":2,"comment":"Wrong at the core: gross margin subtracts cost of goods sold (which includes fixed production overhead), while contribution margin subtracts all variable costs, including variable selling costs. The reporting-context point is partly right, but the claim that they are the same caps the overall score."}
{"id":"grade-05","prompt":"What does a quick ratio of 0.6 indicate?","response":"The quick ratio, also known as the acid-test ratio, is a liquidity metric that is calculated by taking a company's most liquid current assets, which typically include cash and cash equivalents, marketable securities, and accounts receivable, and dividing that sum by current liabilities. When we look at a quick ratio of 0.6, what this essentially indicates is that for every one dollar of current liabilities, the company has sixty cents of highly liquid assets available, which could suggest that the company might face some difficulty in meeting its short-term obligations without selling inventory or raising additional financing, although the interpretation should always depend on the industry.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":5,"completeness":4,"clarity":2},"overall":4,"comment":"Accurate and complete enough, including the industry caveat, but it takes two long sentences to say what one short sentence could."}
{"id":"grade-06","prompt":"Under ASC 606, when does a SaaS company recognize revenue for a one-year subscription paid in full upfront?","response":"When the cash is received. Since the customer paid the full amount upfront, the company can recognize the whole year of revenue at the start of the contract.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":1,"completeness":2,"clarity":4},"overall":1,"comment":"Wrong: revenue is recognized as the service is delivered, typically ratably over the 12 months. The upfront cash is recorded as deferred revenue (a liability) and released monthly."}
{"id":"grade-07","prompt":"What is working capital, and why does it matter?","response":"Working capital is current assets minus current liabilities. It matters because it shows whether a company can cover its short-term obligations and fund day-to-day operations. Too little can mean a cash crunch; too much can mean cash tied up in inventory or receivables that could be used better.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":5,"completeness":5,"clarity":5},"overall":5,"comment":"Correct, complete, and it adds the less obvious point that excess working capital is also a problem."}
{"id":"grade-08","prompt":"A company pays $36,000 upfront for a three-year software license. How should it account for this?","response":"Expense the full $36,000 in the year of payment, because the cash has been spent.","rubric":[{"id":"accuracy","label":"Accuracy","description":"Facts, numbers and accounting treatment are correct."},{"id":"completeness","label":"Completeness","description":"Answers every part of the question."},{"id":"clarity","label":"Clarity","description":"Easy to follow, no filler."}],"scores":{"accuracy":1,"completeness":2,"clarity":4},"overall":1,"comment":"Wrong: record a prepaid asset (or an intangible, depending on the arrangement) of $36,000 and expense it over the three years, about $1,000 per month. Matching the expense to the periods that benefit is the point of accrual accounting."}