SBA lenders are agnostic on your entity structure, but nobody borrows under a sole prop. The answer is almost always an LLC. A single member LLC can roll up to your personal return under Schedule C while still affording some benefits of a separate legal entity.
Lots of state-specific options, care to share where you’re located?