Why is multiplication and division easy, yet addition and subtraction horrible when it comes to Prime Factorisations?

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If we have a positive integer $n$ and a function $f(n)$, such that $f(n)=3n$ , we can see that the prime factorisation of $n$ simply changes to includes another 3 within its prime factorisation.

E.g $n = 12 = 2 \cdot 2 \cdot 3$ becomes $f(n)=3(12)=2 \cdot 2 \cdot 3 \cdot 3$

If we have a positive integer $n$ and a function $f(n)$, such that $f(n) = n/2$ and we stop when the end result is not a whole number, we can see that the prime factorisation of $n$ simply changes to remove another 2 within its prime factorisation.

E.g $n = 12 = 2 \cdot 2 \cdot 3$ becomes $f(n)=12/2= 2 \cdot 3$

Any function that multiplies an integer $n$ by an integer $a$ $[f(n)=a \cdot n]$ simply includes more primes to the prime factorisation of $n$ (aka, the primes of a).

Any function that divides an integer $n$ by an integer $a$ $[f(n)=a/n]$ simply removes more primes from the prime factorisation of $n$ (aka, the primes of a), given that the end result remains an integer.

This is simple. On the other hand, when there is a positive integer $n$ and a function $f(n)$, such that $f(n) = n + 1$, why does the prime factorisation of the input and output differ so much?

E.g $n = 12 = 2 \cdot 2 \cdot 3$ becomes $f(n) = 12 + 1 = 13$

Primes are supposed to be the atoms of number theory and of the natural numbers. Yet, when such a simple operation such as adding 1 is applied to any positive integer, the Prime Factorisation suddenly... changes? How can the atoms of a number just change like that? Is there any correlation between the input prime factorisation and the output prime factorisation?