Link to WolframAlpha's assertion. Here's my attempt. Using the substitution $t = ax$, we can show the integral is equal to $$ \frac{1}{a} \int_0^\infty \frac{\log(t)}{1 + e^t}\, dt -\frac{\log(a)}{a} \int_0^\infty \frac{dt}{1 + e^{t} } .$$
The second integral is equal to $\log(2)$ using another substitution $v = e^t$ and partial fractions.
So I'm left with the first integral. I'll switch to complex variables for notation. I make two observations:
(I) The denominator has simple poles when $z = t = (2k-1)\cdot i \pi, \, k \in \mathbb{N}.$
(II) The numerator has a branch point $z = 0$.
Let $I$ be the integral given by
Expanding the denominator of $(1)$ in a series of $e^{-nx}$ and interchanging the order of summation and integration reveals
$$\begin{align} I&=\int_0^\infty\frac{e^{-x}\log(x)}{1+e^{-x}}\,dx\\\\ &=\int_0^\infty\log(x)\sum_{n=0}^\infty (-1)^ne^{-(n+1)x}\,dx\\\\ &=\sum_{n=0}^\infty (-1)^n \int_0^\infty\log(x)e^{-(n+1)x}\,dx\\\\ &=\sum_{n=0}^\infty \frac{(-1)^n}{n+1}\int_0^\infty e^{-x}(\log(x)-\log(n+1))\,dx \\\\ &=\sum_0^\infty \frac{(-1)^{n+1}(\gamma+\log(n+1))}{n+1}\\\\ &=-\gamma\log(2)+\color{blue}{\sum_{n=1}^\infty \frac{(-1)^{n}\log(n)}{n}}\\\\ &=-\gamma\log(2)+\color{blue}{\eta'(1)}\\\\ &=-\gamma\log(2)+\gamma\log(2)-\frac12\log^2(2)\\\\ &=-\frac12\log^2(2) \end{align}$$
where $\eta'(s)$ is the derivative of the Dirichlet Eta Function with $\eta'(1)=\gamma\log(2)-\frac12\log^2(2)$ (SEE THIS ANSWER).
which agrees with that obtained using Wolfram Alpha!
NOTE $1$: DIRECT EVALUATION OF THE SUM $\displaystyle \sum_{n=1}^\infty \frac{(-1)^{n}\log(n)}{n}$
First, we note that we can write for any $N\ge 1$
$$\begin{align} \sum_{n=1}^{2N}\frac{(-1)^{n}\log(n)}{n}&=2\sum_{n=1}^{N}\frac{\log(2n)}{2n}-\sum_{n=1}^{2N}\frac{\log(n)}{n}\\\\ &=\log(2)\sum_{n=1}^N\frac1n -\sum_{n=N+1}^{2N}\frac{\log(n)}{n} \tag 2 \end{align}$$
Using the EMSF, we expand the second sum on the right-hand side of $(2)$ to obtain
$$\begin{align} \sum_{n=N+1}^{2N}\frac{\log(n)}{n}&=\int_N^{2N}\frac{\log(x)}{x}\,dx+O\left(\frac{\log(N)}{N}\right)\\\\ &=\frac12\log^2(2N)-\frac12\log^2(N)+O\left(\frac{\log(N)}{N}\right)\\\\ &=\log(2)\log(N)+\frac12\log^2(2)+O\left(\frac{\log(N)}{N}\right) \tag 3 \end{align}$$
Substituting $(3)$ in $(2)$ reveals
$$\begin{align} \sum_{n=1}^{\infty}\frac{(-1)^{n}\log(n)}{n}&=\lim_{N\to \infty}\sum_{n=1}^{2N}\frac{(-1)^{n}\log(n)}{n}\\\\ &=\lim_{N\to \infty}\left(\log(2)\sum_{n=1}^n\frac1n -\log(2)\log(N)-\frac12\log^2(2)+O\left(\frac{\log(N)}{N}\right)\right)\\\\ &=\log(2)\lim_{N\to \infty}\left(\sum_{n=1}^N \frac1n -\log(N)\right)-\frac12\log^2(2)\\\\ &=\gamma \log(2)-\frac12\log^2(2) \end{align}$$
Therefore, we find that