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Turn lost citations into a ranked queue of fixes, then measure what follows.

When AI cites a competitor instead of you, the Citation Gap Finder reads the winning page and names the exact change that would close the gap: a comparison table, an FAQ, missing statistics, weaker schema, or stale content. It doesn’t hand you an undifferentiated to-do list: it builds a queue ranked by impact, effort, and confidence, so you always know the single highest-value fix to make next. Because one page often answers many prompts, a single change can win back a whole cluster at once, and after you ship it, the agent tracks your citation rate against the recorded baseline, which shows what followed rather than what the change caused.

What it does

How the Citation Gap Finder works for you.

  • Builds a ranked, evidence-backed queue: every gap ties to a real page an AI engine cites, scored by impact
  • Names the exact fix (comparison table, FAQ, statistics, schema, or a content refresh), not “write more”
  • Clusters related prompts, so one page fix can lift many at once
  • Measures what followed: tracks your citation rate at 7, 14, and 30 days after each change, against the recorded baseline

In practice

For example, it might rank a single fix, add a comparison table and a pricing FAQ to one page, as your top opportunity, because that one change could win back 9 prompts where competitors are cited across ChatGPT and Perplexity.

Put the Citation Gap Finder to work for your brand.

Start free: no credit card required. Every plan puts a team of agents on your AI visibility.

Start free

Start monitoring your AI visibility.

See how AI search engines talk about your brand.

Free to start. No credit card required.