How to Analyze Comment Sentiment with Claude
Analyze social media comment sentiment with Claude and ToolRouter across TikTok, YouTube, Instagram, Reddit.
Tool
Claude turns sentiment analysis into a conversational investigation in your terminal. Pull comments from your posts and Claude categorizes them by emotional tone, then discusses the patterns with you. Ask follow-up questions like "why is the Reddit audience more skeptical than TikTok?" or "what specifically triggered the negative reactions?" for a deep, interactive sentiment exploration.
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 Social Media Comments tool:
- Ask Claude: "Pull all comments from this TikTok post and this YouTube video using social-media-comments"
- Claude collects comments from both platforms and summarizes the overall sentiment
- Ask: "Compare the sentiment between platforms -- where is the reaction most positive?"
Example Prompt
Try this with Claude using the Social Media Comments tool
Collect all comments from this TikTok video and this YouTube video about our product launch. Analyze the sentiment and tell me which platform has the most positive reception.
Tips
- Provide multiple post URLs in one request to get cross-platform sentiment in a single analysis
- Ask Claude to group comments by sentiment category -- positive, negative, neutral, and mixed