Tools / Social Media Content / Use Cases / Research Viral Post Formats

Research Viral Post Formats

Study top-performing posts and videos to identify which content formats go viral in your niche.

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

Tool

Social Media Content

Virality is not random. Behind every viral post, there is a format -- a hook, structure, and delivery style that triggers sharing behavior. By studying what formats consistently perform best across TikTok, Instagram Reels, and YouTube, you can adopt proven structures and dramatically increase your odds of reaching new audiences.

The Social Media Content tool pulls videos and reels with their engagement data, so you can sort by views, likes, and shares to identify the outliers. When you analyze the top performers, patterns emerge: specific hook styles, video lengths, caption structures, and content themes that the algorithm and audiences reward.

This workflow is invaluable for content creators, social media managers, and growth marketers who want to stop guessing about content formats. The data reveals what is actually working right now in your specific niche, not what worked six months ago.

How to research viral post formats with Claude, ChatGPT, Microsoft Copilot, and OpenClaw

Claude turns viral format research into an analytical terminal conversation. Pull high-performing posts and Claude deconstructs what makes each format work -- hook structure, visual layout, caption patterns. Ask follow-up questions like "what format works best for B2B on LinkedIn?" or "which hook style gets the most saves?" for actionable format intelligence you can apply immediately.

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 viral post formats with Claude

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

Ask Claude: "Pull recent TikTok videos and Instagram Reels for top creators in the fitness niche"
Claude fetches content with view counts, likes, and engagement data
Ask: "What video formats and structures are getting the most engagement?"
Claude identifies the winning formats with specific examples from the data

Example prompt for Claude

Try this with Claude using the Social Media Content tool

Research what video formats are going viral in the cooking niche. Pull TikTok videos and Instagram Reels from top food creators and identify the format patterns.

Tips for Claude

Ask Claude to break down the structure of the top 3 performing videos
Request a template you can follow for each high-performing format
Claude can identify optimal video lengths based on the engagement data

ChatGPT researches viral post formats with creative strategy context, pulling top-performing content and generating a format playbook. It identifies the specific structural elements that drive virality, explains the psychology behind each format success, and provides ready-to-use templates your content team can adapt for your brand immediately.

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 viral post formats with ChatGPT

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

Ask: "Pull top TikTok videos and Instagram Reels from creators in my niche"
ChatGPT returns content data sorted by engagement
Request: "Identify the common format patterns in the top-performing content"
Ask for a viral format playbook you can start using immediately

Example prompt for ChatGPT

Try this with ChatGPT using the Social Media Content tool

Research viral video formats in the fashion niche. Pull recent TikTok and Instagram Reels and tell me what formats get the most views.

Tips for ChatGPT

ChatGPT excels at identifying narrative patterns across multiple pieces of content
Ask for hook formulas based on the top-performing videos
Request a content brief template for each winning format

Copilot pulls viral format data from your IDE for building content optimization into your social tools. Fetch high-performing posts and Copilot helps write the format classification, performance correlation, and template generation algorithms that automate viral format identification.

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 viral post formats with Copilot

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

Ask: "Fetch recent TikTok videos for top creators with engagement data"
Review the content performance data
Ask Copilot to identify engagement patterns in the dataset
Generate content templates based on the winning formats

Example prompt for Copilot

Try this with Copilot using the Social Media Content tool

Pull TikTok videos from top tech creators with engagement metrics. Identify the format patterns in high-performing content.

Tips for Copilot

Great for building content format databases and performance trackers
Copilot can generate content scoring algorithms based on format patterns
Use the data to build automated content performance benchmarks

OpenClaw automates viral format research by batch-pulling top-performing posts across platforms and systematically extracting format patterns. Output includes structured format taxonomies with performance metrics, success factor weights, and template specifications. Feed into content creation tools for data-driven format selection at scale.

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 viral post formats with OpenClaw

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

Ask: "Pull TikTok videos and Instagram Reels from top creators in my niche"
OpenClaw returns content sorted by engagement metrics
Request: "What format patterns do the top performers have in common?"
Adapt the winning formats for your own content strategy

Example prompt for OpenClaw

Try this with OpenClaw using the Social Media Content tool

Find the most viral video formats in the beauty niche. Pull recent TikTok and Instagram content and identify the patterns.

Tips for OpenClaw

Focus on engagement rate rather than raw view counts for format quality signals
Ask for format comparisons across platforms -- what works on TikTok may differ from Instagram
Run this research quarterly to stay current on evolving format trends

Frequently Asked Questions

How do I research viral post formats with an AI assistant?

Study top-performing posts and videos to identify which content formats go viral in your niche. 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 TikTok videos and Instagram Reels for top creators in the fitness niche" Claude fetches content with view counts, likes, and engagement data

Which AI assistants can research viral post formats?

Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all research viral post formats 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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