Mixpanel is a product analytics tool that tracks user events and helps teams understand how people use their product. AI features include anomaly detection, automated insights that surface unexpected trends, and natural language querying.
Pros
+Excellent for tracking user flows and funnels
+Real-time data with low latency
+AI anomaly detection catches issues early
+Generous free tier
Cons
−Requires engineering effort to implement properly
−Can get expensive at scale
−Less suited for marketing analytics vs product analytics