A consumer research company surveyed a random sample of customers about their satisfaction with a new product, rating it on a scale of $1$ to $10$. The sample had an average satisfaction score of $7.8$, with an associated margin of error of $0.5$. Which of the following is the most appropriate conclusion about the average satisfaction score for all customers?