🎬 Score daily viral YouTube Shorts ideas using Reddit, RSS, and DeepSeek AI
⚡ 869 views · 🎬 Content Creation & Video
💡 Pro Tip — Since TikTok doesn’t have a public API, getting data usually means fragile HTTP scraping. ScraperNode is a community node that gives you clean JSON for TikTok profiles, videos, and comments — drop it into your workflow and skip the parsing.
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.
🔗 Nodes Used
HTTP Request, RSS Read, Telegram, YouTube, Schedule Trigger, AI Agent
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File