Will AI engines cite your content?
Paste a draft or a URL. Get an instant citability score and the exact fixes that make content easier for ChatGPT, Gemini, Perplexity, Claude, and Copilot to extract and quote.
Scores content structure and quality signals. Nothing you paste is stored.
Three layers of citable content.
AI engines extract discrete, well-structured claims. The scorer grades the signals that decide whether your writing is easy to lift into an answer.
Whether the content opens with a direct, liftable answer, has a key-takeaways or summary block, and uses question-style headings that match how people prompt AI.
Section headings, lists and tables, short paragraphs, and readable sentence length. AI engines lift clean, well-structured passages, not dense walls of text.
Enough depth, specific facts and numbers, and outbound references. Concrete data is a citation magnet, and sourcing signals authority.
Content scoring, answered.
It scores how easily an AI answer engine can extract and cite a piece of writing. It grades three things: answer structure (does it lead with a direct answer and a takeaways block), scannability (headings, lists, paragraph and sentence length), and substance (depth, specific data, and references).
Yes. Paste plain text or markdown and the scorer works without a published URL. That makes it useful as a pre-publish check on any draft, or you can point it at a live URL instead.
The AEO checker audits a live page's technical signals: crawl access, schema, meta, and head. The content scorer focuses purely on the writing itself, so it works on a draft and goes deeper on extractability and substance.
It means the content is well-structured for citation. Whether an engine actually cites you also depends on your site's authority, crawl access, and how your content compares to competitors. This tool measures the content layer.
See your real AI visibility.
Great content gets you eligible. Zumi shows you what actually happens across every engine: where you are cited, where competitors beat you, and what to fix first.