Track Trending Content in Your Niche
See what content is trending in your industry or topic area to identify engagement opportunities and inform your content strategy.
Research Social Profiles and Audience
Read any public social profile and their posts to understand their audience, content style, and engagement patterns.
Quick answer: Use the Social Reader tool through ToolRouter to research social profiles and audience directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolEvaluating a creator, potential partner, or competitor from their social profile takes hours of manual scrolling — and you still come away with impressions rather than data. What topics do they actually cover most? What post formats drive their engagement? Who comments on their content and what are they asking? These questions require systematic reading that nobody has time to do by hand.
Social Reader reads any public social profile — posts, engagement data, bio, and activity patterns — and returns structured information you can actually analyze. No API credentials required, no platform account needed. Just the URL or handle and a clear picture of the profile's content strategy and audience.
Marketers researching influencer partnerships, competitive intelligence teams profiling rivals, and recruiters evaluating candidates use this to get data-driven answers instead of surface impressions.
How to research social profiles and audience with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude turns social profile research into a structured intelligence session. Read a profile and Claude synthesizes the data into a clear picture — content themes, posting frequency, engagement patterns, and audience interests. Ask follow-up questions like "what topics get the most engagement?" or "is this a good fit for our brand partnership?" to get specific answers.
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
How to research social profiles and audience with Claude
Once connected (see setup above), use the Social Reader tool:
- Ask Claude: "Read the profile and recent posts for @[handle] using the social-reader tool"
- Claude fetches the profile data and post history
- Ask: "What are the main content themes and which post formats get the most engagement?"
- Claude analyzes the data and gives you a structured profile summary
Example prompt for Claude
Try this with Claude using the Social Reader tool
Read the LinkedIn profile and last 20 posts for @[handle]. Summarize their main content themes, posting frequency, average engagement per post, and the types of content that perform best. Is this person a good fit for a product partnership for a B2B SaaS tool?
Tips for Claude
- Ask Claude to score partnership fit against a list of your target criteria
- Request a summary of the comments section to understand audience questions and pain points
- Compare two profiles side-by-side to identify which is the stronger partnership candidate
ChatGPT generates comprehensive profile research reports from social data. Read a profile and ChatGPT produces a structured analysis covering content strategy, audience fit, engagement quality, and partnership suitability — formatted for stakeholder review or agency deliverable.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
How to research social profiles and audience with ChatGPT
Once connected (see setup above), use the Social Reader tool:
- Ask: "Read the profile and recent posts for @[handle] using social-reader"
- ChatGPT fetches the profile and post data
- Request: "Create a partnership evaluation report — content themes, audience fit, engagement quality, and recommendation"
- Use the report to make the partnership or campaign decision
Example prompt for ChatGPT
Try this with ChatGPT using the Social Reader tool
Read the Instagram profile and last 30 posts for @[handle]. Generate a creator evaluation report covering: bio and positioning, content mix breakdown, average engagement rate, audience interests, and whether they are a good fit for promoting a premium skincare brand. Include a recommendation.
Tips for ChatGPT
- ChatGPT can format creator reports as PDFs or structured documents for client presentation
- Ask for a comparison matrix if evaluating multiple creators simultaneously
- Request a red flag analysis — inconsistent engagement, misaligned content, past brand conflicts
Copilot integrates social profile reading into your marketing analytics or influencer management tools. Build systems that read and score profiles automatically, reducing manual research to a review step rather than a full investigation.
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
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to research social profiles and audience with Copilot
Once connected (see setup above), use the Social Reader tool:
- Ask: "Read the profile and posts for @[handle] using social-reader and return structured data"
- Review the data schema returned
- Ask Copilot to build a profile scoring function using the returned data fields
- Integrate into your influencer database or CRM for automated profile evaluation
Example prompt for Copilot
Try this with Copilot using the Social Reader tool
Read the social profile for @[handle] and return the data as JSON. Then write a TypeScript function that takes any handle, reads the profile using social-reader, calculates an engagement score, and adds the result to our influencer database.
Tips for Copilot
- Build a batch profile reader to score an entire influencer shortlist in one run
- Store profile snapshots over time to track audience growth and engagement trend
- Add automatic disqualification rules — below a minimum engagement threshold or outside target audience
OpenClaw reads and analyzes multiple social profiles simultaneously. Score an entire list of creator candidates, research a full competitive set, or monitor a cohort of partner accounts — all in one automated workflow with structured output ready for decision-making.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to research social profiles and audience with OpenClaw
Once connected (see setup above), use the Social Reader tool:
- Provide the list of handles or profile URLs to research
- OpenClaw reads each profile and posts using social-reader
- Request analysis and scoring for each profile
- Receive a ranked shortlist with the key data points for each candidate
Example prompt for OpenClaw
Try this with OpenClaw using the Social Reader tool
Research these 25 creator handles for potential brand partnerships. For each, read their profile and recent posts, then score them on: audience size, engagement rate, content relevance to fitness, and posting consistency. Return a ranked shortlist of the top 10.
Tips for OpenClaw
- Run batch profile research before every campaign briefing so data is current
- Set minimum scoring thresholds to automatically filter out poor-fit candidates
- Use OpenClaw to monitor shortlisted creators monthly to catch shifts in content or audience direction
Frequently Asked Questions
How do I research social profiles and audience with an AI assistant?
Read any public social profile and their posts to understand their audience, content style, and engagement patterns. Connect the Social Reader tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Read the profile and recent posts for @[handle] using the social-reader tool" Claude fetches the profile data and post history
Which AI assistants can research social profiles and audience?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all research social profiles and audience using the Social Reader tool through ToolRouter, with no API keys or coding required.
What does the Social Reader tool do?
Read posts, profiles, comments, and trending content across social media platforms without an account.
Related Use Cases
Read Comments to Understand Audience Questions
Analyze the comments on social posts to surface the real questions, objections, and interests your audience has.