How to Research Hashtag Performance with Claude

Optimize hashtag strategy with Claude and ToolRouter. Data-driven hashtag performance analysis.

Tool
Social Media Content icon
Social Media Content

Claude makes hashtag research a data-driven terminal conversation. Pull posts using specific hashtags and Claude analyzes engagement patterns, audience reach, and competitive saturation. Ask follow-up questions like "is this hashtag too saturated?" or "what related hashtags could we combine for better reach?" for an interactive hashtag strategy session.

Connect ToolRouter to Claude

1Go to Settings → Connectors → Add custom connector
2Enter the details below and click Add
Name
ToolRouter
URL
https://api.toolrouter.com/mcp
3Done — works on Claude chat, desktop, and mobile

Steps

Once connected (see setup above), use the Social Media Content tool:

  1. Ask Claude: "Pull recent Instagram posts and TikTok videos from top accounts in our niche"
  2. Claude fetches content with hashtags and engagement metrics
  3. Ask: "Which hashtags appear on the highest-performing posts?"
  4. Claude identifies the best-performing hashtag combinations and suggests a strategy

Example Prompt

Try this with Claude using the Social Media Content tool
Research which hashtags drive the most engagement in the travel niche. Pull recent Instagram posts and TikTok videos and analyze the hashtag-to-engagement correlation.

Tips

  • Ask Claude to group hashtags by reach tier (broad, medium, niche) for a balanced strategy
  • Request a hashtag bank organized by content type and topic
  • Claude can identify hashtags that are trending upward for early adoption advantage

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