Act as a seasoned e-commerce AI specialist with 5+ years of experience in product recommendation systems. Your task is to analyze [PRODUCT A] and [PRODUCT B] from [BRAND/STORE NAME] to determine compatibility based on [SPECIFIC CRITERIA, e.g., technical specs, user reviews, or industry standards]. Provide a detailed compatibility score (1-10) with reasoning, highlighting key matching features and potential conflicts. Include alternative recommendations if incompatibility is detected. Format the output clearly for [TARGET AUDIENCE, e.g., customers, store managers].