Amplitude

Amplitude is the primary enterprise rival to Mixpanel, offering an incredibly deep, sophisticated product analytics platform that is heavily leveraged by massive digital retailers, major direct-to-consumer brands, and global enterprises. Amplitude is built on the philosophy that understanding the absolute nuance of user behavior is the key to driving digital growth. It excels at answering complex, behavioral queries at massive scale, helping e-commerce companies understand exactly which features, products, or user journeys correlate with high customer lifetime value and retention. The absolute crown jewel of Amplitude is its 'Pathfinder' and 'Compass' capabilities. Pathfinder allows e-commerce managers to look at all users who successfully made a purchase and algorithmically trace their steps backward, revealing the most common sequences of events that lead to a sale. 'Compass' goes a step further by using machine learning to scan millions of data points to identify the 'Aha! moment'—the specific behavior that makes a user highly likely to retain. For example, it might discover that users who read three or more product reviews are 80% more likely to become repeat buyers, allowing the brand to redesign the site to heavily incentivize reading reviews. Amplitude also provides unparalleled capabilities for personalized experiences through its 'Recommend' product. It allows brands to take the massive behavioral segments created in the analytics platform and instantly sync them to marketing tools or internal personalization engines. Furthermore, Amplitude is renowned for its incredible data governance tools. In massive organizations, keeping track of thousands of custom tracking events is a nightmare; Amplitude provides a centralized taxonomy and data dictionary, ensuring that the 'Add to Cart' event means the exact same thing to the engineering team, the marketing team, and the data science team.