Hundreds of millions of users adopted ChatGPT as an all-purpose app following its 2022 debut. This surge forced the broader tech industry into a frantic race to build rival products. Now, the initial hype cycle is cooling. Practitioners must pivot from chasing general chatbots to delivering specific, high-value utility for end users.