Oh I hear you, but it is climo. I used to lose my mind a decade ago but you realize over time that yes, it does snow south of us and there will be periods when it’s much more active down south. The jet stream and baroclinic zone hits its furthest south spot on average in January and February, so expect those months to have a better shot at storms missing to the south... and it can happen for prolonged periods of time. Our sweet spot is early and late season when the climo gradients align a bit better.
At some point, every winter, there will be a period where everything is south. Could have a January 2014 when we had more inches of rain in NNE than inches of snow in a period while Philly had several warning snow events between the cutters.
In the end, trust climo. It always wins out long term despite short term frustrations.