That is possible. Dizziness is a common symptom of food poisoning that may appear promptly after eating or within 12 to 72 hours. Additional symptoms of food poisoning may include vomiting, diarrhea, abdominal cramping, body aches and fever. Most mild to moderate cases of food poisoning in healthy adults alleviate naturally within several days.