In 2021, Mixpanel began analyzing its support ticket metrics using its own platform to enhance customer experience and facilitate strategic decision-making. The focus was on identifying both strategic and operational metrics, such as the 90th percentile on first response time (FRT), average net promoter score (NPS), and top ticket categories, to better understand and improve customer interactions. The initiative aimed to visualize Zendesk data in Mixpanel to align metrics with team goals and make them more accessible across the organization, ultimately empowering other departments like the product team. The process involved creating webhooks and triggers in Zendesk to send relevant data to Mixpanel, with a focus on maintaining data privacy by excluding sensitive information and starting with minimal data collection. This approach allowed for the efficient use of existing tools and infrastructure to analyze and share insights across the company.