Score daily viral YouTube Shorts ideas using Reddit, RSS, and DeepSeek AI

AI Virality Scoring Engine: Channel Intelligence Extraction & Trend Harvesting

This workflow demonstrates how to combine trend harvesting, channel intelligence, and AI scoring to select the best daily content ideas for short-form videos (YouTube Shorts / TikTok).

It is designed for creators who want data-driven content ideas instead of guessing what to post.

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🧠 What This Workflow Does

Every day, the workflow:

1. Collects trending topics from multiple RSS news feeds and Reddit hot posts 2. Merges and cleans the trend data 3. Loads stored YouTube channel profile and past video performance stats 4. Uses AI to score each trend against what historically performs best on the channel 5. Selects the Top 3 video ideas with the highest viral potential 6. Outputs structured ideas ready to be turned into short videos

This is not a simple RSS → AI workflow. The AI makes decisions based on your channel’s historical performance patterns.