Getting Started with Product Analytics
Product analytics helps you understand how users interact with your product, what drives engagement, and where to focus your efforts. Mixpanel provides a complete platform for tracking, analyzing, and acting on user behavior data.
Understanding the Mixpanel Data Model
Everything in Mixpanel starts with events—the building blocks of your data model.
An event represents something a user does (like Signed Up, Viewed a Product, or Completed Purchase). Each event can include event properties that add context, such as the user’s plan type, location, or device.
Alongside events, Mixpanel also tracks user profiles—records that represent individual people. These profiles store demographic attributes known as user properties (like name, email, or signup date), which help you understand who your users are and analyze behavior at the individual level.
Together, these events and properties form a flexible data model that mirrors how people actually use your product. Once instrumented, you can analyze this data instantly—without writing SQL or waiting on an analyst.
The Continuous Innovation Loop
Mixpanel is built around a simple but powerful framework for continuous improvement: Observe → Analyze → Decide → Act (OADA).
Each stage in the OADA framework connects directly to Mixpanel’s tools, helping you move from data to observation to action—all in one platform.
Observe
See what’s happening in your product with:
- Session Replay: Watch real user sessions to understand behavior
- Heatmaps: Visualize where users click and scroll
- Autocapture: Automatically track user interactions
- Alerts: Get notified when metrics change
Analyze
Explore patterns and trends with:
- Insights: Slice and dice user behavior data
- Funnels: Analyze conversion rates and drop-off points
- Flows: Visualize user journeys through your product
- Retention: Track how users return over time
- Cohorts: Group users by shared characteristics
Decide
Align your team on what to change next with:
- Metric Trees: Link your North Star Metric to actionable inputs
- Boards: Share dashboards and insights across teams
- Annotations: Document changes and context
Act
Measure impact and ship improvements with:
All of this is powered by Mixpanel’s modern data foundation—bringing together AI-assisted analysis, robust data governance, and built-in collaboration tools that help teams move from insight to action faster.
Key Reports for Product Analytics
Mixpanel offers several core reports that answer different types of product questions:
Insights Report
The Insights report is your most flexible tool for exploring user behavior. Use it to:
- Measure event volume and trends over time
- Break down metrics by user properties or behaviors
- Create custom formulas and ratios
- Track user counts and engagement patterns
Example use case: How many users completed onboarding this week, broken down by device type?
Funnels Report
The Funnels report helps you understand conversion through multi-step processes. Use it to:
- Identify where users drop off in key flows
- Measure conversion rates between steps
- Analyze time to convert
- Compare conversion across user segments
Example use case: What percentage of users who start checkout actually complete a purchase?
Flows Report
The Flows report visualizes the paths users take through your product. Use it to:
- Discover unexpected user journeys
- Find common paths to conversion
- Identify where users go after key events
Example use case: After users sign up, what features do they explore first?
Retention Report
The Retention report measures how users return over time. Use it to:
- Assess product-market fit
- Track engagement over days, weeks, or months
- Compare retention across cohorts
- Identify what drives users to return
Example use case: Are users who complete onboarding more likely to return in week 2?
Building Your First Dashboard
Once you’ve created reports that answer your key questions, organize them into a Board—your homepage for tracking important metrics.
Navigate to Boards and click “Create Board” to start fresh.
Drag reports from your saved queries or create new ones directly in the board.
Add context with text and images
Use text cards to explain what metrics mean and why they matter to your team.
Set permissions and share the board URL with stakeholders.
Think of Boards as your homepage for keeping track of your most important metrics, or a collection of reports that you can share with your coworkers to highlight key trends or stories.
Discovering Insights in Your Data
Mixpanel’s Insights report allows you to easily slice and dice user behavior on your platforms. You can analyze events, cohorts and user profiles, and display the data in a wide variety of chart types.
Measurements, Filters and Breakdowns
You can use Insights to see what events users are doing on your site, and visualize this in a variety of ways:
- Bar charts to see total event volume over a period
- Line charts to see trends across time
- Breakdowns to segment users by their attributes
Leverage filters and breakdowns to hone in on specific data subsets that you care about or to dive deeper and segment your users by their different event or user attributes.
Advanced Features
Mixpanel provides powerful advanced features to answer complex questions:
Formulas: Create ratios of different events, for example, the proportion of users who are searching for a product for the first time. If these are common formulas that members of your team will use repeatedly, save and share them so people can rely on the same standard definition.
Custom Events: Combine certain events because you have a collection of key events that you want to track together as a single metric, or have an event that you want to filter based on a specific property.
Custom Properties: Modify existing properties on the fly. One common use case is grouping UTM sources into default marketing channels (e.g. Facebook, Instagram, TikTok = Social).
Behavioral Breakdowns: Segment your users not just by who they are (user attributes), but what they do. For example, understand the number of times users typically view a product before purchasing, or look at the distribution of cart value per user.
Creating Alerts
Once you’ve created a report for a key metric you want to track, create an alert to monitor how it performs, either by setting explicit thresholds or setting up automatic anomaly detection. Alerts can be sent to your email or Slack.
Next Steps
Now that you understand the basics of product analytics in Mixpanel:
- Explore your data using Insights to understand current user behavior
- Set up key funnels to track conversion through critical flows
- Build retention reports to measure engagement over time
- Create a dashboard to share insights with your team
- Set up alerts on your most important metrics
For more detailed guidance on specific use cases, check out these related guides: