One in 4-5 women have it, and 80% don't know, if I remember correctly.
Its even worse than that in some subgroups such as single women over 45. In that group over half (55%) have HSV2:
"Those who were unpartnered had higher HSV-2 prevalence than those who were married/cohabitating. Among unpartnered 45-49 year olds, seroprevalence was 55.3% in women and 25.7% in men."
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3020161/