Just because an argument contains a logical fallacy doesn’t mean the argument is necessarily incorrect.
An example:
Person A: This food is better for you because it’s all natural
Person B: appeal to nature, therefore you’re wrong and it’s not better for you
The food may well be much better for you but person B has assumed that the opposite is true because person A has used a logical fallacy and has themselves fallen into a logical fallacy.