Read an earnings headline without chasing it
A result only makes sense next to the right comparison. Use this worksheet before turning a headline into a trading idea.
Catalyxor learning desk · September 25, 2026 · Educational guide prepared with AI assistance
Start with the document
Find the company’s investor-relations release, then the relevant filing. US reporting companies generally publish quarterly information in Form 10-Q and annual information in Form 10-K. Read which period is covered. A headline about the quarter just ended and a forecast for next year answer different questions.
Build three columns
Write down the reported figure, the previous comparable period, and a dated expectation from an identified source. Keep the definitions aligned: adjusted earnings and GAAP earnings are not interchangeable. If you cannot find a reliable expectation, leave that column blank. A higher number than last year is growth; it is not automatically a surprise.
A hypothetical example
Imagine revenue of $120 million after $100 million a year earlier. That is 20% growth. If the comparison forecast was $125 million, revenue was also 4% below that forecast. Both statements can be true. Now imagine management lowers next quarter’s forecast. The future outlook could matter more to investors than the growth headline. These invented numbers explain the comparison; they do not predict a price reaction.
Write a research note
Record the business driver, margin changes, cash flow, and management’s explanation. Separate what the company reported from what you infer. End with a question that could disprove your interpretation—for example, whether higher sales depended on discounts. Revisit the note after the call and filing rather than filling gaps with confidence.
Primary references
The research workflow and hypothetical examples are Catalyxor educational material. Referenced organizations do not endorse this site.