Mixpanel Launches ‘Agent Intelligence’ to Put Hard Numbers on AI Agent Performance

Product analytics company Mixpanel has introduced Agent Intelligence, a new product aimed at teams that are rapidly adding AI agents to their apps but lack clear evidence those agents are actually helping the business. The service connects AI agent conversations—such as customer support chats or in‑app assistants—to downstream customer behavior and revenue metrics.

With Agent Intelligence, product teams can see what happens after a user interacts with an agent: Do they drop off, complete a purchase, or become more engaged over time? By linking these outcomes to specific flows and answers, Mixpanel wants to help teams identify which agent experiences truly move the needle, and which ones create friction or confusion.

The launch comes alongside other updates that make it easier to experiment quickly and delegate more routine analysis work to AI while still enforcing guardrails for trustworthy answers. As more companies roll out generative‑AI support bots and shopping assistants, tools like Agent Intelligence could become a key layer—turning “we shipped an AI feature” into “we can prove this AI feature improves retention and revenue.”