How to Analyze Posting Frequency with OpenClaw

Optimize posting frequency with OpenClaw and ToolRouter. Data-driven content cadence analysis.

Tool
Social Media Content icon
Social Media Content

OpenClaw automates posting frequency analysis by batch-pulling posting histories across all your accounts and competitors. Output includes structured frequency data, engagement-per-post correlations, and optimal schedule recommendations per platform. Use the data to calibrate your content scheduling tools with evidence-based frequency targets.

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

Steps

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

  1. Ask: "Pull recent posts from top accounts in our niche on Instagram and TikTok"
  2. OpenClaw returns content with timestamps and engagement data
  3. Request: "What posting frequency drives the best engagement?"
  4. Adjust your content calendar based on the data

Example Prompt

Try this with OpenClaw using the Social Media Content tool
Analyze posting frequency for top creators in our niche. How often should we post for maximum engagement?

Tips

  • Track frequency changes over time to see if optimal cadence shifts seasonally
  • Ask for engagement-per-post analysis rather than total engagement
  • Factor in production capacity when setting your posting targets

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