Citation-Worthiness Analysis
Citation-Worthiness Analysis is a content audit that measures how suitable a page is to be cited in AI answers. Scores your page against the 9 Princeton tactics behind up to 40% visibility gains; weak paragraphs get flagged, with fixes.
Hybrid tool: a deterministic core, with clearly-labeled AI-generated suggestions on top.
What does this tool do?
What it is: Scores whether your page is written to be quoted as a source in AI answers, and flags weak paragraphs one by one.
Why it matters: Pages with clear structure, statistics and cited sources get quoted noticeably more in AI answers (up to a 40% lift). Content that cannot be quoted never turns into visibility.
What it looks at: 9 writing tactics such as answer-first openings, heading hierarchy, statistics and quotations + clearly-labeled AI-assisted extra checks.
Why does AI visibility matter now?
- 87.4% of AI referral traffic comes from ChatGPT, and those visitors convert at twice the rate of traditional sources (Conductor, 2026).
- AI Overviews cut classic organic clicks by 34.5% (Ahrefs, 2025).
- Princeton research shows that adding sources, statistics and quotations to content boosts visibility in AI answers by up to 40% (arXiv, 2023).
If AI isn't recommending you, it's recommending a rival.
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