Is there any concept similar to unique factorization that applies to exponential operators?

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We can talk about prime numbers over multiplication but is there any similar concept that applies to exponential operators or other hyperpowers like tetration? Can we use what we know about UFDs to say anything about exponential operators and exponential "primes?" Or does the process of defining exponentiation strip the qualities that allow unique factorization?