The Citation-Worthy Content Rubric: A Free Claude Skill for Content Marketers & Communications Pros

AI answers are built from a small pool of sources. This skill tells you whether a piece of content is structurally ready to be pulled into that pool across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

Give Claude a published URL or a pasted draft. In minutes you get a score out of 12 across six evidence-based characteristics, the reasoning behind each one, and the single highest-leverage fix. For published URLs, the skill also runs a live check on whether AI crawlers can reach your page, because a blocked page can't be cited no matter how strong the writing is.

Built for content marketers and communications pros working on AEO, GEO, and AI visibility strategy. Every characteristic in the rubric is grounded in published research, including the Princeton GEO study and large-scale citation analyses from SEMrush and Ahrefs. No vendor hype, just what the data supports.

The download includes three things. The citation-worthy-rubric Claude Skill, pre-zipped and ready to upload. A three-page install and usage guide written for first-time Skill users, with no coding required and any Claude plan supported, including Free. And an open, readable copy of the skill file, so you can review exactly what it does before you install it.

Distinctive point of view. Extractable claims. Expertise signals. Topical consistency. Citation-friendly structure. AI accessibility. Each scored 0 to 2, with a specific fix for anything that lands below a 2.

The skill is honest about its own limits. It scores piece-level readiness and it doesn't predict citation, because getting into the source pool AI models draw from is the bigger lever. Every score ends with that reminder, so you always know which lever you're pulling.