This is a great breakdown of what actually matters when evaluating an AI customer support platform. I especially agree with the point about looking beyond chatbot capabilities. Accuracy is important, but the real value comes when an AI agent can connect to business systems, take actions, and know when to involve a human. I’d also put a lot of weight on analytics and testing. Being able to see where the AI succeeds, where it struggles, and what customers are repeatedly asking can make continuous improvement much easier. Ultimately, the best Chatbase alternative isn’t necessarily the one with the most features it’s the one that fits the company’s workflows, customers, budget, and support goals.