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Is your content aligned with AI? Is your URL ready for AI visibility? Is your entire domain? These are the questions zued answers — every week, for every page in your project. Content and technical. When someone asks Gemini, ChatGPT, or Google AI Mode about your topic, the AI engine assembles a consensus from content across the web. That consensus becomes the answer. Your content either aligns with it or it doesn’t. When it doesn’t, your pages likely won’t be cited. When it does align and adds information beyond what the consensus already covers, AI engines are more likely to cite your page and use your content in their answers. zued compares what AI engines say against what your pages actually contain. For every URL and prompt, it shows you where your content diverges from the AI consensus, where it falls short on detail or structure, and where it provides unique value that could strengthen your position. It also checks whether AI crawlers can reach your pages in the first place.

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What zued is and what it’s not

zued is a weekly content and technical audit against real AI engine responses. It compares the AI consensus on your topics with your most relevant content per URL, identifies where you fall short (content gaps), where you add unique value (information gain), what’s blocking AI crawlers from accessing your pages, and gives you a prioritized list of what to fix. zued is not a prompt tracking tool that monitors daily brand mentions. It’s not an AEO/GEO dashboard that tracks prompt rankings, and it’s not a rank tracker. zued doesn’t just tell you whether you show up. It tells you why your content isn’t being cited, what the gap is between your content and the AI consensus, and exactly what to change.

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What zued measures

Alignment Score

How closely your most relevant content matches the AI consensus, across angle, information depth, and structure. Alignment is the baseline for being cited.

Technical Score

Whether AI crawlers can access, render, and parse your pages. Even perfectly aligned content is invisible if crawlers can’t reach it.

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Content gaps and information gain

For each prompt, zued maps the AI response to the most relevant content chunk on your page and compares them across three dimensions:
  • Angle — does your content approach the topic the same way the AI consensus does?
  • Information depth — does your content cover the topic with the same detail and accuracy?
  • Structure — is your content organized so AI systems can extract and cite it cleanly?
Where your content falls short, you get a specific gap to close. Where your content goes beyond the consensus — original data, unique expertise, deeper analysis — that’s information gain: what makes AI engines more likely to choose your page over others.

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Technical health

Content gaps aren’t the only reason pages go uncited. If AI crawlers can’t access your page, can’t render its content, or are blocked by robots.txt, alignment doesn’t matter. zued checks bot accessibility, JavaScript rendering, Core Web Vitals, structured data, and meta tags for every URL — and flags technical issues at the highest priority.

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Recommendations

Every audit produces specific, ranked recommendations tied to each URL, content chunk, and prompt. These aren’t generic tips. They’re concrete changes with priority scores, effort estimates, and expected impact, covering both content and technical issues in a single prioritized list.

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Visibility metrics

Share of Voice, Share of Search, and Selection Rate track your competitive position across AI engines. Since zued audits weekly, these are directional indicators rather than real-time measurements. They’re reliable enough to spot trends, compare engines, and validate whether your changes are moving the needle.