Financial statement red flags are warning signs indicating potential problems within a company's financial information, which can help stakeholders identify risks. Common red flags include rapid revenue growth, frequent auditor changes, high inventory levels, and inconsistent cash flows. Recognizing these signs does not imply fraud, but they necessitate further investigation to understand potential underlying issues.