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Referral contests promise growth, but most attract very little participation. The problem is usually the design. Vague rewards, confusing rules, and weak promotion quickly kill momentum. ChatGPT can help structure creative contest ideas, promotion strategies, and analysis frameworks so referral programs become measurable growth tools rather than marketing experiments.