Citability Scorer

The Citability Scorer analyzes web page content to predict how likely it is to be cited by large language models (LLMs) and advanced search overviews. Key features include: • 0-100 citability score • Evaluation against real citation signals (e.g., answer-first, FAQs, freshness) • Specific, prioritized fixes for improvement • Transparent scoring weights • Fully client-side operation (no data upload) This tool helps content creators and SEO professionals optimize their pages for increased visibility and citation in generative search environments. It assesses crucial elements such as question headings, the presence of concrete statistics, organized tables, and direct, concise answers that LLMs often favor. The scoring weights are clearly published, ensuring complete transparency in how the score is calculated. Designed for speed and privacy, this free tool operates entirely within your browser, ensuring no content is uploaded or stored. It provides actionable recommendations, sorted by impact, to guide your content refinement efforts. Whether you're a content marketer, blogger, or webmaster, the Citability Scorer offers a practical way to enhance your content's structure and relevance for modern information retrieval systems.