Obligatory "not an answer but too long for comments"
Let $f(x)=\sqrt{x+\sqrt{x^2+\sqrt{x^3+\dots}}}$
Surprisingly, from what I've gathered about the function from this qustion, not much is known even for the convergence of $f$ besides a few cases.
However it can be approximated extremely well.
It can easily be shown that $f(x)>\sqrt{2x}$, In fact it seems that $\lambda=\lim_{x\rightarrow\infty}(f(x)-\sqrt{2x})\approx0.1767766$.
$\lambda$ is so exceptionally close to $\frac{1}{\sqrt{32}}$, I have yet to find a digit that does not match. However, my intuition tells me that it's only a coincidence. Update: As @Uwe points out in the comments, it is true that $\lambda=\frac{1}{\sqrt{32}}$
Hence $\sqrt{2x}+\lambda$ is an extremely good approximation for $f$. However, $\int_0^{\infty}(f(x)-(\sqrt{2x}+\lambda))$ does not converge (see comments for refferences).
Also for small values of $x$, $f(x)\approx1+\frac{x}{2}$