The present invention is directed to a fiber enriched filling composition for a chocolate product. The chocolate product includes (a) a steviol glucoside and/or steviol glycoside, (b) fat, (c) fibers, and (d) a polyol. Further, the present invention is directed to a chocolate product comprising such filling composition.