Hundreds of millions of users adopted ChatGPT as an everyday app following its 2022 prototype launch. This surge triggered a frantic race among tech companies to build rival products. The industry now pivots from raw model competition toward sustainable integration. Practitioners must now prioritize specific utility over general chatbot capabilities to maintain user retention.