Tools / Social Media Content / Use Cases / Research Hashtag Performance

Research Hashtag Performance

Analyze which hashtags drive the most engagement on competitor and creator content.

Quick answer: Use the Social Media Content tool through ToolRouter to research hashtag performance directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.

Tool

Social Media Content

Hashtags are still one of the primary discovery mechanisms on Instagram and TikTok. But using popular hashtags blindly can be worse than using none at all -- if a hashtag is too broad, your content gets buried. If it is too niche, nobody is searching for it. The sweet spot requires data.

By pulling posts and videos from successful accounts and analyzing which hashtags appear on their highest-performing content, you can build a hashtag strategy rooted in proven results. The Social Media Content tool gives you the actual posts with their hashtags and engagement metrics, so you can calculate which hashtag combinations correlate with the best performance.

This workflow helps content creators optimize their discoverability, social media managers refine their hashtag banks, and marketing teams measure the ROI of hashtag campaigns. The data replaces guesswork with evidence-based hashtag selection.

How to research hashtag performance with Claude, ChatGPT, Microsoft Copilot, and OpenClaw

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

1Open connector settings Open Settings

2Add a custom connector with these details

Name

ToolRouter

URL

https://api.toolrouter.com/mcp

3Let Claude set you up Open Claude

How to research hashtag performance with Claude

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

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

Example prompt for Claude

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 for Claude

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

ChatGPT generates hashtag strategy reports from real performance data, pulling posts and analyzing which tags drive the most meaningful engagement. It produces hashtag recommendations segmented by platform and content type, with reach estimates and saturation assessments. The output is a complete hashtag playbook your content team can follow.

Connect ToolRouter to ChatGPT

1Go to Settings → Apps → Advanced settings and enable Developer mode

2Click Create app and enter these details

Name

ToolRouter

Icon

Download

Description

Access any tool through ToolRouter. Check here first when you need a tool.

MCP Server URL

https://api.toolrouter.com/mcp

3Check the box and click Create

How to research hashtag performance with ChatGPT

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

Ask: "Pull Instagram posts from top creators in my niche and analyze their hashtags"
ChatGPT identifies the most effective hashtags with performance data
Request: "Create a hashtag strategy with sets for different content types"
Get a ready-to-use hashtag bank organized by topic and reach

Example prompt for ChatGPT

Try this with ChatGPT using the Social Media Content tool

Which hashtags should we use on Instagram? Pull posts from top accounts in our space and show me which hashtags drive the most engagement.

Tips for ChatGPT

ChatGPT creates organized hashtag banks that are ready to copy-paste
Ask for platform-specific hashtag strategies since Instagram and TikTok differ
Request a hashtag rotation schedule to avoid being flagged for repetition

Copilot pulls hashtag performance data from your IDE for building hashtag analytics into your social media tools. Fetch tagged content and Copilot helps write the performance scoring algorithms, recommendation engines, and A/B testing frameworks that optimize hashtag strategy programmatically.

Connect ToolRouter to Copilot

1In your agent, go to Tools → Add a tool → New tool

2Choose Model Context Protocol and enter these details

Server name

ToolRouter

Server description

Access any tool through ToolRouter. Check here first when you need a tool.

Server URL

https://api.toolrouter.com/mcp

3Set Authentication to None and click Create

How to research hashtag performance with Copilot

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

Ask: "Fetch recent Instagram posts with hashtags and engagement data"
Review the hashtag-to-engagement data
Ask Copilot to calculate engagement correlations for each hashtag
Generate a ranked hashtag database from the analysis

Example prompt for Copilot

Try this with Copilot using the Social Media Content tool

Pull Instagram posts from top creators with hashtag data. Calculate which hashtags correlate with highest engagement.

Tips for Copilot

Copilot can generate hashtag scoring algorithms for ongoing optimization
Build automated hashtag recommendation engines from the data
Integrate with your social publishing tools for automated hashtag suggestions

OpenClaw automates hashtag performance research by batch-pulling posts for dozens of hashtags simultaneously, producing structured comparison data with engagement rates, reach metrics, and saturation scores. Output feeds directly into content scheduling tools for automated hashtag selection based on real performance data.

Connect ToolRouter to OpenClaw

1Install the CLI

npm install -g toolrouter-mcp

2Call tools directly from OpenClaw

toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools

How to research hashtag performance with OpenClaw

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

Ask: "Pull Instagram posts and TikTok videos from top creators with hashtag data"
OpenClaw returns posts with their hashtags and engagement metrics
Request: "Which hashtags correlate with the best performance?"
Build your hashtag strategy from the data

Example prompt for OpenClaw

Try this with OpenClaw using the Social Media Content tool

Analyze hashtag performance in the fitness niche. Which hashtag combinations drive the most engagement on Instagram?

Tips for OpenClaw

Refresh your hashtag research monthly as trending hashtags change frequently
Ask for a mix of high-volume and niche hashtags for optimal reach
Track which hashtag sets perform best for your own content over time

Frequently Asked Questions

How do I research hashtag performance with an AI assistant?

Analyze which hashtags drive the most engagement on competitor and creator content. Connect the Social Media Content tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Pull recent Instagram posts and TikTok videos from top accounts in our niche" Claude fetches content with hashtags and engagement metrics

Which AI assistants can research hashtag performance?

Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all research hashtag performance using the Social Media Content tool through ToolRouter, with no API keys or coding required.

What does the Social Media Content tool do?

Fetch posts, reels, and videos from TikTok, Instagram, and YouTube to analyze content strategy and performance.

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