Daily notes on public social competitor analysis.

Use TikTok competitor research to map formats, hooks, cadence, and audience response before launch, then turn the evidence into a focused test plan.

Use this social media audit template to structure a client-ready report: what to include, how to gather it, and how to present findings clients trust.

Learn mcp social media competitor research with ChatGPT or Codex: connect an MCP server, compare competitor accounts by chat, and cite every source post.

How we built an Instagram MCP server for AI agents and the three bugs a real research run exposed: silent truncation, wrong field names, and a bad error.

Compare carousel vs Reels engagement using the same public metrics you already see, so you can tell which format actually works for a competitor.

How often do brands post on Instagram? Learn to measure a competitor's real posting cadence from public post dates, then plan your own schedule around it.

Run a complete Instagram competitor audit in one hour: pick your competitor set, pull posts and Reels, score engagement, and ship a one-page report.