AI Beacon/Competitive citations
AI answers have limited seats. Most name two or three companies and stop, so a rival appearing more often is not simply gaining visibility. They are holding a position you could have occupied. AI Beacon tracks every seat, on every question, and marks the week each one changed hands.
For this size of team the usual shortlist is Rival A, Rival B and Rival C, with Rival A the most frequently recommended.
Competitive citation intelligence is the tracking of which rival brands AI platforms name in answers to the questions your buyers ask, and how that changes over time. It matters more than tracking your own presence alone, because an answer names only a few brands, so a competitor appearing usually means someone else stopped appearing.
Last reviewed 24 August 2026 by the SEORCE team.
A page of search results has room for everyone who ranks. An answer names a few brands and stops. When a competitor gains a seat, it is usually because someone lost one.
In search, moving from eleventh to eighth is progress. Here there is no eleventh. You hold a seat or you do not, and the whole contest is over a handful of them.
Your mention count can hold perfectly steady while every seat in the answers that matter quietly changes hands.
Who is named, in what order, on which question, on which platform, run after run and recorded against a date.
An early loss is one page. Six months later it is reviews, forum threads, comparison articles and a habit that reinforces itself.
Movement is flagged when it happens, tied to the specific question and platform where it happened.
Effort goes into contested questions a rival has held for three years, while unclaimed ones sit there untouched.
Questions where no brand holds a firm seat are identified in the same view as the ones you are losing.
Seat share on its own tells you the result. Correlating it with what they publish, what you publish and what the crawlers can reach tells you the method.
A rival moved from third to first on this question in five weeks.
Their comparison page is crawlable to all seven engines. Yours is not.
Their page answers in the first paragraph. Yours answers in the eighth.
Neither page moved in the organic rankings.
They did not outrank you. They published one page that every engine could read and that answered in its opening line, and it took the seat while both of you sat still in the search results.
The longer a competitor is named for a question, the more material accumulates that reinforces it: roundups, comparisons, forum answers, all citing the answer that already existed.
A rival has just begun appearing. Publishing the better answer to that question is often enough, because nothing else has built on it yet.
Once other sources repeat the association, you are no longer competing with their page. You are competing with everything that cited it.
The change appears in citation data first, in referral traffic later, and in pipeline last of all. Waiting for the third is waiting for the most expensive version of the news.
See which competitors are named on your questions, on which platforms, and which questions nobody holds yet.