Not an issue, at all.

However, as MSP observed, unless you have a prior business card with them, there may be added scrutiny, e.g., tax id number, short interview, bank statement with business name, etc. This isn't to suggest that one can't use a personal SSN as a sole proprietor, but it isn't as "automated" as in the past.