Changes in data structure between Google Analytics and previous versions

1. Moving from events to interactions

At the heart of the changes to GA4’s data structure is a new focus on engagements rather than just events. In previous versions of Google Analytics, events were the central element that allowed you to track specific user actions. In GA4, every interaction is considered an event – ​​meaning more data is collected automatically without the need for any prior configuration.

[note_box] Tip: Try setting up custom interactions in GA4 to track unique actions on your site, like button clicks or video views. This can give you deeper insights into user behavior. [/note_box]

Screenshot suggestion: A demo of the GA4 dashboard showing a list of events and interactions in a clear way.

Understanding interactions

Interactions are any action the user takes on a site or app, such as:

• Clicking a button
• Page scrolling
• Watching the video
• Fill out a form

Using GA4, you can track each of these interactions and analyze their impact on the user experience.

2. Emphasis on user data

As part of the move to advanced learning-based models, GA4 is focusing more on user data. The system uses this data to provide smarter insights into user behavior over time. This allows you to get a broader and more coherent picture of the customer journey, by combining data from apps and the website into a single data file.

[note_box] Example: If you have both a website and an app, you can see how users move between platforms and identify points where they drop off. This can help you improve the user experience. [/note_box]

Screenshot suggestion: A graphical display of the insights obtained from analyzing user data in GA4.

The benefits of user data

User data allows businesses to:

1. Identify trends in user behavior.
2. Improve the user experience by personalizing content.
3. Focus marketing efforts on more relevant audiences.

3. New metrics for trust and performance

One of the most significant changes is the addition of new metrics that focus on user trust and performance. Metrics like “User Engagement” and “Lifetime Value” allow businesses to better understand the value of their customers and the quality of the actions they take. This is a more holistic approach, providing tools for more accurate measurement of business performance.

[note_box] Idea: Use the “lifetime value” metric to identify high-value customers and tailor targeted marketing campaigns to them. This can significantly increase your revenue. [/note_box]

Screenshot suggestion: A graph showing the new metrics in GA4.

Important performance indicators

Among the new metrics that GA4 offers:

• User Engagement: This metric measures the time users spend on a website or app.
• Lifetime Value: This metric helps understand the economic value of a customer throughout their entire period of use.
• Conversion rate: This metric tracks the percentage of users who take a desired action, such as a purchase or sign up.

4. Advanced integration of AI and ML

GA4 is based on powerful artificial intelligence and machine learning tools. These tools help predict future trends, identify abnormal behaviors, and suggest additional ways to maximize profits. Using AI and ML helps businesses reap more value from the data they collect.

[note_box] Insight: Use predictive models to identify when customers are likely to abandon your service and offer them tempting offers to retain them. [/note_box]

Screenshot suggestion: View of a predictive model running in GA4.

Applications of AI and ML in GA4

Applications of AI and ML in GA4 include:

• Predicting user behavior.
• Identifying market trends.
• Optimization of marketing campaigns.

5. Proper compliance with privacy and regulation

With the increasing emphasis on privacy in the digital world, GA4 is designed to comply with the latest privacy regulations. The tools in GA4 allow for greater control over user data, including options for automatic deletion and compliance with regulations like GDPR and CCPA. This helps business owners stay up-to-date and responsive to legal requirements.

[note_box] Tip: Make sure you update your privacy policy in line with GA4 changes to maintain transparency with your customers. [/note_box]

Screenshot suggestion: New privacy settings in GA4, allowing for personalized control.

The importance of user privacy

In an era where user privacy is a top priority, GA4 offers:

• Tools for managing user consent.
• Options for deleting data on request.
• Transparency about data use.

6. Improved support for multiple operating systems

Last but not least, GA4 features better cross-platform compatibility, including websites and apps. In the digital age, where users move between devices and operating systems, the ability to track users everywhere is critical to business success. GA4 provides advanced tracking and integration solutions that enable centralized management of all user data in one place.

[note_box] Example: If you have an online store, you can track users who start a purchase in the app and finish it on the website, and identify where they encounter difficulties. [/note_box]

Screenshot suggestion: Visualization of a dashboard that combines data from different platforms in GA4.

Benefits of specializing in different platforms

GA4 enables businesses to:

1. Analyze user behavior across all platforms.
2. Improve the user experience by understanding transitions between devices.
3. Focus marketing efforts based on the platform the user is on.

In conclusion, the move to Google Analytics 4 is not just a technological change, but a philosophical renewal of the way marketing strategies and data should be analyzed and viewed. The new tools offered by this system give businesses a significant advantage in understanding and applying their data more accurately to maximize results.

7. Advanced data analysis

GA4 offers advanced data analysis tools that allow businesses to understand user behavior in greater depth. Using customized reports, data can be analyzed according to various criteria, such as age, geographic location, device, and more.

Custom reports

Using GA4, you can create custom reports that can include:

• User segmentation according to various criteria.
• Compare performance between different campaigns.
• In-depth analysis of sales data.

These reports can help businesses understand what is working and what is not, and make improvements accordingly.

8. Integration with other tools

GA4 offers integration with a variety of additional tools, such as Google Ads, Google Tag Manager, and more. This integration allows businesses to manage all of their marketing efforts from one place, and optimize campaigns more easily.

Benefits of integration

Through integration with additional tools, businesses can:

• Target marketing efforts more precisely.
• Analyze campaign performance in depth.
• Improve the user experience by personalizing the content displayed.

9. Summary

Google Analytics 4 offers a wide range of tools and improvements that help businesses understand user behavior and maximize results. With a focus on interactions, user data, new metrics, integration of AI and ML, privacy compliance, and support for multiple platforms, GA4 is an essential tool for any business looking to succeed in the digital world.