content-pattern-analyzer-sms

To analyze social media content patterns, you must evaluate post metrics across pillars, formats, timing, and hooks. This process converts post-level data into actionable insights, generating a Do More / Do Less report to highlight what to amplify and what to prune.

To analyze content patterns, you need a minimum of 30 posts with consistent metrics and an accessible context file detailing your niche, voice, platforms, and goals. This data ensures the analysis accurately identifies enduring patterns aligned with your strategy.

You generate a Do More / Do Less report by providing your post history and context file to a pattern analyzer. It evaluates performance by topic, format, timing, length, hook type, tone, and platform to output concise, action-ready recommendations.

Yes, you can identify content gaps by applying pattern analysis to your post metrics. This process surfaces untested topics or formats and proposes controlled experiments to validate signals, helping you discover new engagement opportunities.

Content pattern analysis works across different platforms and tones by reading your context file. It tailors insights to your specific niche, audience, and platform goals, evaluating dimensions like hook type and tone to generate context-aware recommendations.