Longest common prefix of two strings in bash

In sed, assuming the strings don’t contain any newline characters:

string1="test toast"
string2="test test"
printf "%s\n%s\n" "$string1" "$string2" | sed -e 'N;s/^\(.*\).*\n\1.*$/\1/'