My takeaway is that Zendesk makes the most sense for companies already deeply invested in its ecosystem. For smaller teams, a more focused AI-native platform like Chatbase may be easier to justify if the goal is simply to add an AI agent without rebuilding the entire support stack.
The real metric I would watch isn’t automation rate. It’s cost per fully resolved customer issue.