In a semiconductor at least it's the binding energy between a hole-electron pair within the solid. (As long as the lattice spacing is << the "Bohr radius" as Gokul says.)
It's typically tiny, ~meV, with the absorption spectrum for excitons sitting just below the bandgap in a semiconductor.