A very interesting study published in Nature recently

While it's impossible to prove that PREbiotics can help protect against Covid infection, this study certainly suggests that it is possible, with the authors stating:

"Prebiotics may also have an excellent potential effect against COVID-19 by enhancing probiotics growth and survivability. "

This certainly fits with many other studies suggesting PREbiotics can improve our immune response to harmful pathogens.