Uncover competitor share of voice and learn why AI answers recommend them over you.
Named instead of you
Every brand an assistant recommended on your questions, ranked by how many answers it appears in. Read out of the answers, not from a list you gave us.
Head to head
The questions where you and one rival both show up. On a real run that was 4 questions, against 24 where only they did.
Cited alongside
The pages cited in the same answers that named them. That is where the assistant was reading. It is not proof of why it picked them.
What you can take
About half the cited pages are ones you could get onto. A rival's own site never is, so it is marked rather than counted as an opportunity.
Every panel ends in an answer you can read. These numbers are from one real run of 58 answers.
These are the brands the assistants named on your questions. On this run Shiprocket appeared in 32 of 58 answers and Delhivery in 30, against the domain's own 9. Some names will not be direct competitors at all. The answer treats them as the alternative anyway.
Pick one rival and you only see the questions where you both appear. On this run that was four questions, plus twenty-four more where only they were named. Those two lists need different work. One is a position fight. The other is not being there at all.
Open any row and you get the whole answer. How it described them, whether it described you, which assistant and which run, and every source it cited. About 4,400 characters, nothing cut.
Behind each mention are the pages that answer cited. Their own site shows up most. After that come pages you could get onto. This is what the assistant was reading, not proof of why it chose them, and we will not pretend otherwise.
The rivals your buyers' answers name, the questions you both appear on, and what was cited beside them. Every answer readable.
Compare CompetitorsWhat people ask when they see a name they did not expect.
Ask AI the questions your buyers ask and note which brands the answers name. That is exactly what we do: 5 locked questions, 4 AI platforms, 3 runs each, with every brand counted once per answer.
Often it read your page and still picked them. In one real run, the company's own site was cited in 9 of the 32 answers that named its top rival. AI took facts from their site and recommended someone else. That is usually a formatting problem, and writing more pages won't fix it.
No, and that is on purpose. The names come straight from the AI answers. Some will be brands you have never tracked, and a few may not even be real competitors, but AI still presents them to your buyers as alternatives to you.
Yes. Pick one and you'll see only the questions where both of you appear, which is a much shorter list than your whole category. In one real run, that was 4 shared questions, against 24 where only the competitor showed up.
First check whether you can get onto it. About half of cited pages are open to you, like reviews, "best of" lists and forum threads. A rival's own website never is, which is why we sort pages by who owns them before matching any brand names.
We don't claim that. We show you the pages the same answer cited while naming them. That is useful, but it isn't proof, and right now nobody in this field can show that one page directly caused one recommendation.
It is even more useful there. If the top brand only shows up in a third of answers, your category is still open, and the question becomes which buyer questions to win rather than who to beat. Every share is shown against the total number of answers, so you can see how open it really is.
We identify top-cited sources and publish content so AI platforms recommend your solutions.
AI Sources
