Skill.md AI Crawler Visibility (github.com)

Skill.md has introduced a new Claude Code skill aimed at helping website owners determine whether their sites are visible to AI search engines like ChatGPT and Claude. Unlike Google, which can render JavaScript, the AI crawlers only read raw HTML, often leaving client-rendered sites (like Single Page Applications) invisible to these platforms. The new skill analyzes a website's HTML output and delivers a verdict on whether critical elements, such as meta descriptions and JSON-LD, are accessible to crawlers. It indicates if the site is “VISIBLE,” “PARTIALLY VISIBLE,” or “INVISIBLE” and provides specific fixes tailored to the framework being used. This tool is significant for the AI/ML community and web developers because it bridges the visibility gap that many sites face in AI searches. By diagnosing issues and recommending concrete solutions, the skill eliminates guesswork for businesses that receive traffic from traditional search engines but struggle to be found by AI platforms. It's user-friendly, requiring no additional setup beyond cloning a GitHub repository, and empowers users to ensure their content reaches AI bots effectively. The inclusion of a companion AI Crawler Fixer pack further enables seamless implementation of the recommended fixes, thereby enhancing overall site visibility to AI.