Long-term fat loss maintenance strategies include adopting a balanced and sustainable eating plan, engaging in regular physical activity, tracking progress, setting realistic goals, managing stress, getting adequate sleep, and seeking support from a community or professional. Consistency and a healthy lifestyle approach are key.