Yes, eating chocolate can be fatal for dogs. Chocolate contains substances that are toxic to dogs, such as theobromine and caffeine, which can lead to symptoms like vomiting, diarrhea, rapid breathing, increased heart rate, and in severe cases, even death. It's important to keep chocolate and any products containing it out of reach of dogs to prevent accidental ingestion.