Every missed answer gets a rule-based diagnosis, the same input always gives the same result, and a concrete task attached to it.
Not citedYou have the page, AI does not use it
A page on the topic exists but is not among the sources the answer cites.
What we queue: Improve the structure (H1, schema), add FAQ markup, check indexing.
No contentNothing on the topic yet
Your site has no page for the question, while competitors cover it.
What we queue: Create the page, add it to the sitemap and link it from related pages.
Missing from sourcesAbsent where AI looks
The answer cites third-party sites that never mention your brand.
What we queue: Get listed on those sources, answer in the threads, build review profiles.
Negative toneMentioned, but not kindly
AI names you with a negative framing taken from its sources.
What we queue: Review the source, prepare a response or clarifying content.