As stated in the title, I want to find $$I(n)=\int_{0}^1 \operatorname{Li}_n^2(x) dx$$ where $n$ is a positive integer.
Using integration by parts, we have that $$I(n) = \operatorname{Li}_n^2(1)-2\int_0^1 \operatorname{Li}_{n-1}(x) \operatorname{Li}_n(x) dx$$
Let $$I_{n,k} = \int_0^1 \operatorname{Li}_{n}(x) \operatorname{Li}_k(x) dx$$ Integrating by parts, we have that $$I_{n,k} = \operatorname{Li}_{n}(1) \operatorname{Li}_k(1) - \int_{0}^1 \operatorname{Li}_{n}(x) \operatorname{Li}_{k-1}(x)+\operatorname{Li}_{n-1}(x) \operatorname{Li}_k(x) dx$$ We can get a recursive relationship from this as $$I_{n, k} = \operatorname{Li}_{n}(1) Li_k(1) - I_{n, k-1}-I_{n-1, k} = \zeta(n)\zeta(k) - I_{n, k-1}-I_{n-1, k}$$
We want to find $I_{n, n}$. However, the problem is that there is no base case yet. To me, the most sensible approach is to call $I_{m, 1} = I_{1, m}$ the base case. Unfortunately, I do not know how to solve $$\int_{0}^1 \operatorname{Li}_1(x)\operatorname{Li}_n(x)dx = -\int_{0}^1 \ln(1-x) \operatorname{Li}_n(x)dx$$ which is one concern. Even if I did have a closed form for $I_{n,1}$, how can I use that to get a closed form for $I_{n,k}$?
My main question is on how to find $I(n)$, either through what I have done so far or another method.
Edit: Letting $u = \operatorname{Li}_n(x)$ and $dv = \operatorname{Li}_1(x)$, we have that $$I_{1, n} = \operatorname{Li}_n(1)-\int_0^1 \operatorname{Li}_{n-1}(x) + \operatorname{Li}_{1}(x)\operatorname{Li}_{n-1}(x)-\frac{\operatorname{Li}_1(x)\operatorname{Li}_{n-1}(x)}{x}dx$$ The antiderivative of $\operatorname{Li}_n(x)$ is a known function, so we have that $$I_{1, n} = \zeta(n)-I_{1, n-1} +(-1)^n+ \sum_{m=2}^{n-1} (-1)^{n-m} \zeta(m) + \int_0^1 \frac{\operatorname{Li}_1(x)\operatorname{Li}_{n-1}(x)}{x}dx$$
Edit 2: I have an answer that I posted.
\begin{align} I_n&=\int_0^1 \operatorname{Li}_n^2(x)\ dx=\sum_{k=1}^\infty\frac1{k^n}\int_0^1x^k\operatorname{Li}_n(x)\ dx\\ \end{align}
Since $$\int_0^1x^{k}\operatorname{Li}_n(x)\ dx\overset{IBP}{=}(-1)^{n-1}\frac{H_{k+1}}{(k+1)^n}-\sum_{i=1}^{n-1}(-1)^i\frac{\zeta(n-i+1)}{(k+1)^i}$$
Then
$$I_n=(-1)^{n-1}\sum_{k=1}^\infty\frac{H_{k+1}}{k^n(k+1)^n}-\sum_{k=1}^\infty\sum_{i=1}^{n-1}(-1)^i\frac{\zeta(n-i+1)}{k^n(k+1)^i}$$
Which can be more simplified I think.
You can see a related problem here.