If it's at all helpful, I know that Tropical Tidbits offers some euro AI data with Pivotal Weather having a more extensive selection of publicly available products, including basic snowfall output for the euro AI and maybe its ensemble.
https://beta.pivotalweather.com/models/ecmwf_aifs/sn10_acc-imp/conus?run=2025112412&forecastHour=156