Tracking competitors in AI means measuring how often each rival is named on the same buyer questions as you, and finding the sources feeding those recommendations so you can compete on the same ground.
Someone forwards a screenshot: they asked ChatGPT for the best tool in your category and a competitor was named. You do not know whether that was a one-off, which questions it happens on, or how long it has been true.
The instinct is to argue with the answer. The useful move is to find out which sources produced it, because those sources are the thing you can act on.
Every captured answer is scanned for competitor mentions, so the list includes companies you never thought to track, not just the ones you brief against.
Compare on identical prompts, per engine and per country. A rival can own Perplexity and be invisible on ChatGPT, and an aggregate number hides that.
Look at what got cited for the prompts you lose. Usually it is a specific listicle, comparison page or community thread doing the work.
The citation view sorts those sources into what you own, what the community makes, and what you have to earn, which is what determines the tactic.
Who it's for. Marketers who have seen a rival show up in an AI answer and need to find out whether it is a pattern before deciding what to do about it.
This job leans on these parts of the platform.
How often rivals appear in the same answers as you, per engine and per country.
The listicles, comparisons and alternatives pages engines cite, classified by what kind of page they are.
Reddit, Quora, forums and review sites: the community sources AI engines lean on hardest.
No. Answers are scanned for whoever is actually named, so the list regularly surfaces companies that were not on your radar.
Engines retrieve from different sources and weigh them differently. This is why per-engine comparison matters more than a single visibility score.
It depends on the channel. A cited page on your own domain is a rewrite, a community thread is participation, a publisher listicle is outreach. Each channel has its own page explaining the tactic.
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