Let \(R\subset \mathbb {R}^N\backslash \{0\}\) be a root system and \(R^+\) be a positive subsystem. Let k be a nonnegative multiplicity function defined on R and invariant by the the reflection group and \(\gamma =\sum _{\alpha \in R^+}k(\alpha )\) . This paper is devoted to study the semilinear inequality \(\begin{aligned} -\Delta _ku\ge \frac{\lambda }{|x|^2} u+|x|^a |u|^p \text{ in } B_1\backslash \{0\},\quad u\ge 0 \text{ on } \partial B_1, \end{aligned}\) where \(\Delta _k\) is the Dunkl Laplacian operator associated to R and k, \(B_1\) is the open unit ball of \(\mathbb {R}^N\) , \(N\ge 2\) , \(p>1\) , \(a\in \mathbb {R}\) and \(\lambda <\left( \frac{N-2+2\gamma }{2}\right) ^2\) . More precisely, we first establish a general sharp nonexistence result for the considered problem. Then, we discuss separately the cases \(\lambda <0\) , \(\lambda =0\) and \(0<\lambda <\left( \frac{N-2+2\gamma }{2}\right) ^2\) . To the best of our knowledge, the issue of existence and nonexistence of solutions to nonlinear problems involving Dunkl operators has not been previously studied in the literature.