One complete report for an invented brand in an invented category (a non-alcoholic drinks maker we call "you"), so you can see the depth a scan returns before you run your own.
Every number, brand, thread and AI answer on this page is invented to show the shape of a report. Nothing here was observed on a real scan.
Checked 20 Aug 2026 across the major AI engines. A monitored read, not a copy of your own chat screen.
Across the buyer questions we watch for this category, and how it moved since last month.
More answers name you this scan. Last scan it was 11 of 41.
Questions naming each brand, of the same 41
We check the same buyer questions across every major AI engine, because each one answers differently and leans on different pages. Here is the same question read four ways.
For each engine we take a question a real buyer would ask, then record whether you were named, whether you were the top pick, where you ranked, and the top pages that engine pulled its answer from.
"best non alcoholic aperitif for a dinner party"
"gift for someone who is not drinking"
"an aperitif that is not sweet"
"alcohol free drink to bring to a party"
Two things worth splitting apart: how often AI names you at all, and how often AI picks you as its answer. Being named is not the same as winning.
How often AI names each brand
How often AI picks each brand as the answer
Every buyer question, read by every engine
| Buyer question | ChatGPT | Perplexity | Claude | Gemini |
|---|---|---|---|---|
| best non alcoholic aperitifnamed | named | named | absent | named |
| gift for someone not drinkingtop pick | pick | pick | named | named |
| aperitif that is not sweetabsent | absent | absent | absent | named |
| alcohol free party drinknamed | named | named | absent | named |
| what to bring to a dinner partyabsent | absent | absent | absent | absent |
Ranked by how much the answers leaned on each page. The bar is its pull. The dots are which engines used it, then how many buyer questions it shaped and how many times it was named.
Each bar is the share of watched questions that named you that week.
Ranked by where a genuine, helpful reply from you could do the most good, with the plain reason for each. You read it, edit it, and post it yourself.
Why this works here: it answers the actual question with no brand talk, in a thread AI already quotes.
Why this works here: the answer is useful with the brand deleted; the mention is one line, disclosed, inside it.
Why this works here: karma building. A newer account needs helpful history before a brand mention survives.
The pace that keeps your account safe
9 helpful replies pay for 1 brand mention. The mention above is written out on day one so you can see what you are working toward; the board recommends sending it last, and you decide.
Every scan is compared to the last, so you see movement, not just a fresh snapshot.
Every panel above has a page that explains it in full, no sign-up needed.
Your first report is free: real ChatGPT answers for your category, plus the Reddit threads worth a reply. Plans add the other engines. No card, no Reddit login.
