Um, should one GENERALLY be wary of businesses willing to accept customers with bad credit or no credit at all?

Credit
1

What if such a business sells jewelry, furniture, or cars?

2

Unless they are asking for credit/loan, how would the business know?

If they are asking to pay in installments or in full by a certain date, I would expect the business to run a credit check, that could affect approval or different terms.