Specific constraints and clear personas improve the quality of financial advice from LLMs. Generic prompts often yield vague, useless responses. Users should provide detailed income and expense data to get actionable budgeting tips. This incremental shift in prompting technique helps practitioners extract more precise utility from existing AI tools without requiring new models.