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

Description

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.

🧠 What This Workflow Does

Every day, the workflow:

Collects trending topics from multiple RSS news feeds and Reddit hot posts
Merges and cleans the trend data
Loads stored YouTube channel profile and past video performance stats
Uses AI to score each trend against what historically performs best on the channel
Selects the Top 3 video ideas with the highest viral potential
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.

📊 Why This Is Different

Most trend workflows only summarize news.

This workflow:
Learns what your audience likes
Understands your niche and title patterns
Compares trends against past high-performing videos
Produces ideas aligned with your proven content style

🧩 Main Sections

1) Channel Intelligence (Data Store)
Stores:
Channel description and keywords
Past video titles and performance metrics
Send this dataset to AI for pattern extraction.

This data is later used by AI for scoring relevance.

2) Trend Harvesting
30+ RSS feeds
50 Reddit hot posts
Merged into a single trend stream

3) AI Virality Scoring
AI evaluates each trend using:
Channel niche
Title patterns
Audience interest signals
Past performance data

4) Daily Top 3 Selector
Returns the three best content ideas for short-form video creation.

🤖 AI Role

The AI does not summarize content.
It acts as a content strategist trained on your channel history.

🛠 Requirements

You will need:
OpenAI (or compatible) credentials
RSS feeds of your choice
Reddit node configured
A Data Store node to save channel stats

🎯 Use Cases

YouTube Shorts idea generation
TikTok content planning
Faceless AI video channels
Data-driven content strategy
Creator automation workflows

✅ What You Get

A repeatable system that turns daily internet trends into channel-specific viral video ideas.