How to Analyze Social Comments with Claude
Analyze social media comments with Claude and ToolRouter. Audience question and feedback mining from comments.
Tool
Claude analyzes social comments like a qualitative researcher. Read comments from a post and Claude identifies recurring questions, sentiment themes, unmet needs, and content opportunities. Ask follow-up questions to surface specific insights: "what objections are people raising?" or "what content gaps do these comments point to?"
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
Steps
Once connected (see setup above), use the Social Reader tool:
- Ask Claude: "Read the comments on this post [URL] using the social-reader tool"
- Claude fetches the comment data
- Ask: "What are the most common questions, objections, or themes in these comments?"
- Claude synthesizes the findings and suggests content ideas that address the key themes
Example Prompt
Try this with Claude using the Social Reader tool
Read the comments on this popular LinkedIn post about remote work productivity [URL]. What are the most common questions, what objections do people raise, and what topics come up that the original post did not address? Suggest five content ideas based on the gaps you find.
Tips
- Read comments on competitor content to find pain points they are not addressing in their own content
- Ask Claude to categorize comments by intent — question, complaint, praise, suggestion
- Use comment analysis to build your FAQ page by surfacing the most frequently asked questions