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SGobet
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analyze-video-performance-skill

Extract YouTube Studio metrics and compare video performance against public benchmarks.

12|11|Updated Jan 4, 2026
Search Tags:#analytics#retention#analyze#benchmarks#YouTube#CTR#Playwright MCP
One-click install
npx skills add https://github.com/SGobet/AI-Powered-YouTube-Workflow-TO-SHARE- --skill analyze-video-performance-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-video-performance-skill
Source: https://github.com/SGobet/AI-Powered-YouTube-Workflow-TO-SHARE-/tree/main/.claude/skills/analyze-video-performance-skill
Command: npx skills add https://github.com/SGobet/AI-Powered-YouTube-Workflow-TO-SHARE- --skill analyze-video-performance-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps creators and analysts quickly assess how their YouTube videos perform relative to public benchmarks, using only data visible in YouTube Studio, and translates findings into actionable insights.

Core Features & Use Cases

  • Automatic metrics extraction: Pulls visible YouTube Studio metrics (views, CTR, engagement) for your own videos.
  • Retention shape analysis: Interprets the retention curve to identify hooks and pacing issues.
  • Competitor benchmarking: Optionally compares your video against 1-3 public competitor videos, normalized for channel size and publish date.
  • Baseline comparison: Evaluates performance against your channel's historical averages to track growth.

Quick Start

Ask me to analyze a video by title or URL, for example: Analyze MyVideoName performance or Check analytics for https://www.youtube.com/watch?v=XYZ.

Frequently Asked Questions about analyze-video-performance-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze YouTube video performance against public benchmarks?▼

To analyze YouTube video performance, this skill extracts views, CTR, and engagement metrics from YouTube Studio via Playwright MCP, comparing them against your channel baseline and optional competitor videos to produce structured reports.

How does retention shape analysis work for YouTube videos?▼

Retention shape analysis interprets your YouTube video's retention curve to identify hook effectiveness and pacing issues, translating visible metrics from YouTube Studio into actionable insights for content optimization.

Can I compare my YouTube analytics against competitor videos?▼

Yes, you can benchmark your YouTube videos against 1-3 public competitor videos. The skill normalizes competitor benchmarking for channel size and publish date to provide an accurate comparative performance evaluation.

Does YouTube Studio data extraction with Playwright MCP have data limits?▼

Yes, YouTube Studio data extraction operates within YouTube Studio's public data limits. The skill enforces data accuracy rules and extracts only visible metrics, ensuring reliable structured reports without exceeding public data boundaries.

Do I need any dependencies to extract YouTube CTR and engagement metrics?▼

No external dependencies are required to extract YouTube CTR and engagement metrics. The skill operates autonomously using Playwright MCP to access YouTube Studio and enforce data accuracy rules for your video analytics.

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