Personal Loan eligibility can be increased by improving credit score, reducing existing EMIs, maintaining stable income, and applying with a co-applicant. Avoiding frequent loan enquiries also helps. In India, lenders prefer borrowers with manageable debt-to-income ratios. Small improvements over a few months can significantly change approval outcomes.