Show HN: Open-source dbt package for B2B SaaS GTM/PLG metrics and AI context (github.com)

A new open-source dbt project named GrowthCues Core has been launched, designed specifically for B2B SaaS companies to calculate critical Account-Level and Product-Level metrics from data processed through Segment or Rudderstack. This project establishes a semantic layer to enhance the capabilities of Product-Led Growth (PLG) teams, offering AI-ready schema context to facilitate analytics powered by large language models (LLMs). GrowthCues Core stands out by producing essential tables that provide executive, operational, and behavioral insights—vital for effectively tracking accounts, user engagement, and overall product health. This initiative is significant as it addresses a common gap in the analytics tools used by B2B enterprises, which traditionally focus solely on user metrics. By delving into account-specific data with features like churn risk flags and usage trends, this project empowers organizations to make informed, strategic decisions. Furthermore, the integration of a specialized schema for grounding LLMs aims to reduce the risk of "hallucinations" in AI analytics, ensuring that AI responses are aligned with the business's specific context. The project is compatible with major cloud infrastructures like Snowflake and BigQuery, maintaining data integrity within users' environments.