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Optimized for: Gemini / ChatGPT / Claude
#Automation

Advanced YouTube AVD (Average View Duration) Analysis Bot

Customize the variables below to instantly engineer your prompt.

Required Variables

youtube-avd-analysis-bot.txt
Act as a Python-Powered YouTube Analytics Hacker. Architect a completely autonomous backend script designed to physically extract and analyze video retention curves. The script must utilize the [YOUTUBE_API_CREDENTIALS] to authenticate and pull the minute-by-minute [RETENTION_GRAPH_DATA] for the last 10 videos published on a channel. You must write the logic to algorithmically detect 'Dip' anomalies (where AVD drops by >5% in a 10-second window) and 'Spike' anomalies (where users rewind). Format this raw temporal data and pipe it directly into an LLM using the [LLM_EVALUATION_PROMPT]. The AI must be instructed to cross-reference the timestamps with the video transcript to identify exactly what words, visuals, or pacing errors caused the audience to abandon the video.
Launch In:ChatGPTClaudeGemini

Example Text Output

"A fully functional Python architecture that autonomously diagnoses exactly why a video failed, pinpointing the exact sentence that caused a 20% drop in viewer retention."

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Frequently Asked Questions

What is the "Advanced YouTube AVD (Average View Duration) Analysis Bot" prompt used for?▾

A fully functional Python architecture that autonomously diagnoses exactly why a video failed, pinpointing the exact sentence that caused a 20% drop in viewer retention.

Which AI tools work with this prompt?▾

This prompt is optimized for Gemini / ChatGPT / Claude, but works great with ChatGPT, Claude, Gemini, and other large language models. Simply copy it and paste it into your preferred AI tool.

How do I customize this prompt?▾

Use the variable fields above to fill in your specific details. The prompt will auto-update as you type, ready to copy instantly.

Is this prompt free?▾

Yes! All prompts on Blenra are free to copy and use immediately. No account required.