How to Analyze Virality Factors with Claude
Analyze virality factors with Claude and ToolRouter. Understand what makes TikTok content viral.
Tool
Claude turns virality analysis into a deep analytical conversation in your terminal. Fetch trending videos and Claude systematically deconstructs each one -- hook structure, pacing, emotional arc, sound selection. Ask follow-up questions like "what hook technique appears most often?" or "how long are the most viral videos?" for a thorough reverse-engineering of what makes content spread.
Connect ToolRouter to Claude
1Go to Settings → Connectors → Add custom connector
2Enter the details below and click Add
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Done — works on Claude chat, desktop, and mobile
Steps
Once connected (see setup above), use the Trending Social Content tool:
- Ask Claude: "Fetch the top trending TikTok videos and analyze what they have in common"
- Claude identifies the common virality factors: hooks, formats, lengths, sounds, emotional triggers
- Ask: "Create a checklist I can use to optimize my next video for virality"
Example Prompt
Try this with Claude using the Trending Social Content tool
Pull the top trending TikTok videos right now. Analyze the common elements -- hooks, video length, format, editing style, sound choice, and emotional triggers. Give me a virality framework.
Tips
- Ask Claude to compare virality factors across different content niches
- Request a specific shot-by-shot breakdown of the top-performing video's structure