I feel like the author made a little bit of fun of the isekai cliche of glorious Japanese cuisine banzai with the pizza. At the same time it was highly realistic because no matter where you hail from, pizza is delicious.
At this point, I feel like every single Japanese person knows the recipe for soy sauce by heart for precisely this situation. Either that or they tattoo it on their person.