knowflow

Using the current product docs, GA4 site search data, and RAGAS-style evaluation results, identify topics users search for frequently but are poorly covered in the documentation, then rank them by impact and suggest improvements.

A ranked list of content gaps with priority levels and documentation improvement suggestions for each.

Evaluate the latest documentation update by combining Jenkins CI pipeline results, retrieval QA performance, and evaluation scores to determine whether discoverability, accuracy, and answer quality improved.

A before-and-after comparison, key metric changes, and a conclusion on whether further revisions are needed.

Based on documentation content, user search behavior, and automated evaluation results, create a documentation improvement plan for the next release, including new sections, pages to rewrite, acceptance metrics, and execution priority.

A structured improvement roadmap that content and product teams can execute together.