No SSN and credit score for LLC and owner available, just business model and good standing LLC.
Most likely the best way to get funded in this situation is to approach independent investors. It would really depend on your business plan and whether or not you have an attractive business model. You could try to get connected with networks or consultants that have access to independent investors such as chambers of commerce, or consulting firms Global Strategy Consulting Services, LLC www.gscsconsulting.com or you could email firstname.lastname@example.org and someone will respond with ideas on how to get you funded.
Residence is not a factor for venture funding -- what's important is building a network so you can get in front of the right people in the US venture community.
Loans for small businesses are really restricted to established businesses with clear cash flow and preferably some obvious assets (like real estate). Most startups can't get a small business loan. Does not matter whether you're a US resident or not.
Also why do you have an LLC? It is the right structure for some companies, but not others.
Happy to discuss further.