What makes a loan conventional
The word describes what stands behind the loan. Conventional loans are not insured by a federal agency, unlike FHA, VA and USDA loans. They are the mainstream private-market product.
That distinction matters less in daily life than in the guidelines. Because there is no agency setting the rules, conventional guidelines come from the lenders and the entities that buy the loans, which is why they can differ from one lender to the next.