In today's data-driven world, understanding your conversion metrics is essential for optimizing marketing strategies and improving user engagement. Automating the reporting process allows teams to access up-to-date insights without manual intervention. This guide walks you through setting up automated reports for conversion metrics in Metabase on BigQuery.

Prerequisites

  • An active Google Cloud account with BigQuery enabled
  • A configured BigQuery dataset containing your conversion data
  • Access to Metabase with permissions to connect to your BigQuery project
  • Basic knowledge of SQL and data visualization

Connecting BigQuery to Metabase

To begin, establish a connection between Metabase and your BigQuery dataset. In Metabase:

  • Navigate to Admin Panel > Databases
  • Click "Add a Database"
  • Select "BigQuery" from the list of database types
  • Enter your project ID, dataset name, and authentication credentials
  • Save the connection

Creating the Conversion Metrics Query

Next, write a SQL query to extract your conversion metrics. For example:

SELECT
  DATE(event_date) AS date,
  COUNT(DISTINCT user_id) AS total_users,
  COUNT(CASE WHEN conversion_event THEN 1 END) AS conversions,
  (COUNT(CASE WHEN conversion_event THEN 1 END) / COUNT(DISTINCT user_id)) * 100 AS conversion_rate
FROM
  `your_dataset.your_table`
GROUP BY
  date
ORDER BY
  date DESC;

Creating a Dashboard in Metabase

Once your query is ready, save it as a question in Metabase. Then, create a dashboard to visualize your conversion metrics:

  • Go to the Dashboards section
  • Click "New Dashboard"
  • Add your saved question to the dashboard
  • Customize the layout and visualization types (line chart, bar chart, etc.)

Automating Report Delivery

To automate report delivery, use Metabase's scheduling feature:

  • Open your dashboard
  • Click the "Sharing" icon or "Schedule" option
  • Set the frequency (daily, weekly, etc.)
  • Choose email recipients or Slack channels for delivery

Advanced Tips

For more advanced automation, consider integrating Metabase with external tools like Zapier or using the Metabase API to trigger reports programmatically. Additionally, optimize your SQL queries for performance by indexing your BigQuery tables and limiting data scope.

Conclusion

Automating conversion metrics reports in Metabase on BigQuery streamlines your analytics process, providing timely insights to inform decision-making. With proper setup, your team can stay focused on strategic initiatives while ensuring data freshness and accuracy.