Quova AI

AI visibility trackingfrom prompt to citation

Quova AI tracks prompts daily and connects brand visibility, recommendation strength, and cited sources to the answers behind them.

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Prompt

What people ask

Answer

What AI says

Citation

What AI cites

Gap

Where others appear

Track AI visibility across the prompts that matter

AI visibility tracking shows how often your brand appears in answers to tracked prompts. Follow that presence over time and compare it with competitors to see where your brand is showing up, and where it is not.

Visibility measures frequency. It does not tell you whether AI treats your brand as a leading choice. AI Preference adds that answer-level context.

Understand how AI recommends your brand

Position tells you where a brand appears in a list. Sentiment scores whether the language around it is positive or negative. But neither tells you what AI ultimately recommends to the person asking.

Quova AI focuses on the recommendation itself. It reads the full answer to show whether your brand is presented as the right choice for a specific need.

Your brand may appear lower in a list or have drawbacks mentioned, yet still be the option AI recommends. Quova AI helps you see that recommendation in context.

Trace AI citations to the pages behind an answer

AI citations show which pages support answers across your tracked prompts. See which sources are cited repeatedly and use those patterns as clues for what content to create next.

Quova AI connects each citation to its URL and domain, identifies the page type, and shows which brands are mentioned on the source. This helps you understand what AI draws on and which brands appear in those sources.

Together, recurring citations and source details can guide your content planning by showing the topics and kinds of pages that appear across AI answers in your category.

Find where competitors appear and your brand is missing

Find the prompts and cited sources where competitors appear without your brand. These gaps show where you are missing from AI answers and which topics or source types may be worth addressing to compete.

Competitors appear in answers to these prompts. Your brand does not.

Visibility gaps

Find tracked prompts where answers mention competitors but leave out your brand. These gaps show which questions people ask AI where your brand is not part of the answer.

Competitors appear on these cited sources. Your brand does not.

Source gaps

Find cited pages that mention competitors but not your brand. Review their domains, page types, and citation frequency to see what kinds of sources are being used and where your content may need to compete.

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