Despite an excellent 800 credit score, bike loan applications can be rejected due to factors beyond the score. High credit utilization, multiple recent loan applications, and inconsistent credit history negatively impact eligibility. Improving creditworthiness involves managing credit behavior and diversifying credit accounts.