“Vibe analysis”: How Faire’s data team uses AI to investigate conversion drops, analyze experiment results, and convert raw data into executive-ready insights

In this episode of "How I AI," Claire Vo interviews Tim Trueman and Alexa Cerf from Faire's data team about leveraging AI for in-depth product analysis. They discuss using AI tools like Notion, ChatGPT, and Cursor to streamline analytics workflows, from gathering context and generating SQL queries to automating experiment result write-ups and analyzing user surveys. The conversation emphasizes how AI can democratize data analysis, enabling product managers and other non-analysts to perform complex analyses, ultimately improving product quality and business insights. They also highlight the importance of semantic layers and MCPs in enhancing AI's ability to understand and interact with business data.