I'd like to elaborate on the Hardy-Wright standard form which Bob mentioned.
Given a positive, composite number $n$, its prime factorization is $$n = p_1 p_2 \ldots p_k$$ where $k$ is what we now usually call the "big omega" function $\Omega(n)$, prime factors of $n$ counted with multiplicity.
"The primes ... are not necessarily distinct, nor arranged in any particular order," write Hardy and Wright. "If we arrange them in increasing order, associate sets of equal primes into single factors, and change the notation appropriately, we obtain" $$n = {p_1}^{a_1} {p_2}^{a_2} \ldots {p_k}^{a_k}$$ where now $k$ is the "little omega" function $\omega(n)$ which counts distinct prime factors of $n$. Hardy and Wright also give the conditions $a_1 > 0, a_2 > 0, \ldots$ and reiterate algebraically that the primes are now given in ascending order as $p_1 < p_2 < \ldots < p_k$. This is what they call standard form.
On the next page, they state the fundamental theorem of arithmetic this way: "The standard form of $n$ is unique; apart from rearrangement of factors, $n$ can be expressed as a product of primes in one way only."
So then $p^0$ is deliberately excluded. They don't bother to assert that each $a_i$ has to be an integer, but this can be safely assumed. So if you had read Hardy and Wright, I think your doubt would have been addressed before it could even rise to the level of an objection.
As far as I can tell, they never felt the need to declare that $1$ is not a prime number. But as you expand your study of the prime numbers beyond the positive integers, you will need to know the definition of a unit. In $\mathbb Z$, the only units are $1$ and $-1$ (this is true of almost every imaginary quadratic ring as well). Neither rearranging prime factors nor multiplying by units changes uniqueness of factorization.