You will get an error if Flash Fill cannot find the pattern. The first thing to check is that you're using Flash Fill close to the source data (e.g., in the adjacent cell). For instance, it won't work ...

Tax season is creeping up faster than we expected, but panic isn’t part of the plan this year. Grab these tax prep essentials ...