To check the quality of diamond stud earrings, assess the 4 Cs: cut, clarity, color, and carat weight. A well-cut diamond will sparkle brightly, while clarity indicates the presence of inclusions. The color should be as close to colorless as possible for maximum value. Ensure the carat weight aligns with your desired size. Also, check for secure settings and choose a reputable jeweler for authenticity.