Well, it is golden. Like, made of gold.
But seriously, this question borders on numerology. There is nothing mystical about $\varphi$, and just about anything that can be said mathematically about it would fall in the category of "facts one can read anywhere."
Culturally it is a very old number, having been studied for thousands of years. Algebraically, $\varphi$, which is one of the solutions to $x^2-x-1=0$, is not any more important than the roots of $x^2-x-3=0$ or $x^2-x-4=0$, etc. In fact, $x^2-x-1=0$ even has another solution, $(1-\sqrt{5})/2$, which could just as well have been called the Golden Ratio instead of $\varphi=(1+\sqrt{5})/2$.
That said, if you really want to learn more about the mathematics behind the golden ratio, the Wikipedia is very comprehensive and in my opinion is actually quite well written, especially concerning its relation to the Fibonacci sequence.