Common challenges include meeting stringent credit requirements, providing adequate collateral, and demonstrating a solid business plan. To overcome these, startups should focus on building a strong credit history, preparing thorough and realistic business plans, and exploring various loan options to find the best fit. In some cases, SBA loans might offer a more accessible pathway due to their government backing and potentially more favorable terms.