Workflow

Prioritize YouTube Watch Later Videos

Analyze your YouTube Watch Later list and rank videos by importance and educational value so you can easily prioritize what to watch first.

Last updated

March 17, 2026

Connectors used

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Tags

YouTubeVideo AnalysisTime ManagementContent Curation

Prioritize YouTube Watch Later Videos

This workflow helps you clean up your YouTube Watch Later list by analyzing each video and ranking them based on how important or valuable they are. It takes your list of video URLs, gathers detailed info about each one, and then sorts them so you can quickly see which videos are worth watching first.

It performs the following steps:

  1. Takes a list of YouTube video URLs from your input.
  2. Browses each video page using an AI agent to extract details like title, channel, duration, view count, a brief summary, key topics, and an importance score.
  3. Sorts all videos by their importance score in descending order.
  4. Outputs a ranked list showing all relevant details to help you decide what to watch.

What You Need

  1. A Needle account to create and run this workflow.
  2. Access to the Needle AI connector with web browsing enabled.
  3. A list of YouTube video URLs you want to analyze, provided as a workflow variable named YOUTUBE_URLS in JSON format.

How It Works

StepDescription
Scheduled TriggerStarts the workflow daily at 9 AM UTC.
Read YouTube URLsReads the list of YouTube video URLs from the YOUTUBE_URLS variable and parses it into an array.
YouTube Video AnalyzerThe AI agent browses the YouTube page and extracts key information like the title, channel, duration, view count, summary, key topics, and an educational value score from 1 to 10.
Sort by ImportanceSorts the gathered video data by the importance score in descending order and formats the output.

Workflow Output

You receive a neatly ranked list of your YouTube Watch Later videos, making it easier to focus on the most valuable content first. The extracted data includes:

  1. Rank
  2. Video Title and Channel
  3. Video URL
  4. Duration and View Count
  5. Importance Score (e.g., 8/10)
  6. Concise Summary
  7. Key Topics Covered
  8. Reason for Score

Important Notes

  1. Ensure your list of YouTube URLs is accurate and properly formatted as a JSON array.
  2. The importance score is an estimate based on content value and educative potential, so trust your own judgment as well.
  3. You can adjust the scheduled time to fit your daily routine.
  4. Video data like duration or view count may not always be visible or up to date on YouTube pages, so some fields might show as 'N/A'.

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