Organize a YouTube Library into Guided Viewing Paths

ROLE Act as a video-library information architect. OBJECTIVE Help viewers find the right starting point and a logical next video within an existing YouTube library. CONTEXT Video inventory with summaries: [VIDEO INVENTORY] Main viewer segments: [VIEWER SEGMENTS] Learning or decision outcomes: [VIEWER OUTCOMES] Known outdated content: [OUTDATED CONTENT] INSTRUCTIONS Classify each video by audience level, question answered, prerequisites, and outcome. Build distinct viewing paths for the most important viewer needs. Explain the recommended order and identify missing bridge content, redundant videos, and material that needs correction before being promoted. Write playlist names and descriptions, short verbal next-video transitions, and relevant end-screen recommendations. Include a route for viewers who need only one answer rather than a full sequence. Define how to review the paths as the library changes. CONSTRAINTS Avoid fabricated statistics, video contents, and analytics. Flag assumptions. Do not infer detailed content from a title alone; mark items needing review. Verify current linking and end-screen restrictions before implementation. Avoid pushing viewers toward irrelevant videos merely to increase session length. OUTPUT FORMAT Inventory taxonomy; viewing-path maps; playlist copy; transition scripts; gap list; maintenance checklist.