Every market in any language
The questions your buyers type, in the markets you sell to — asked in the language they ask them in.
Solutions
A content calendar built on keyword volume misses this channel entirely. The brief here is a question somebody actually asked an assistant, and an answer that named somebody else.
Tracked prompt
AI visibility software comparison
Content gap
This answer names your competitors and leaves you out. It leans on a review roundup (review site) and a forum thread comparing tools side by side (forum) — neither of which mentions you. The brief: a page that answers the question in its first line, with the comparison right under it.
Noma shows the tracked prompts you are not named in, and which competitors are, so the next piece starts from a question with a demonstrated answer you are missing from.
A clear question, the answer near the top, and the headings and schema that let a model lift it cleanly. Prose that buries the answer in paragraph four is not quotable.
The pages currently cited for your category — the review sites, the forums, the rivals — which is the shortlist your work has to join.
The same prompt set keeps running after you publish, so a piece either changes the answer or it does not, and you find out either way.



You do not have to guess what to write next. The prompts you are absent from are a queue, and it refills itself every day.
Start from a question, not a keyword
Every brief is a prompt someone actually typed, and an answer that named somebody else.
Know who took the place
The competitors named in that answer, per engine, so the piece is written against something real.
Know whether it worked
The prompt keeps running after you publish, so the result is a fact rather than a hope.
Asked daily, you are not named
AI visibility software comparison
Asked daily, you are not named
What is answer engine optimization
Asked daily, you are not named
Top brands mentioned by AI assistants
[ platform ]
Track, analyse and fix how your brand shows up across ChatGPT, Gemini, Perplexity, Claude and Grok — every day, without running a single query yourself.
The questions your buyers type, in the markets you sell to — asked in the language they ask them in.
ChatGPT, Gemini, Perplexity, Claude and Grok, scored separately rather than blended into one number.
AI engines
5 tracked, each scored on its own
Every tracked question is phrased the way the people who buy from you actually ask it — the way a buyer types, not the way a marketer would.
Which pages the models cited to decide — and whether one of them is yours.
Hover a source to see what it is. Ranked by how often it turns up behind an answer.
Every question where a competitor is named and you are not, with a content brief ready to go.
Brightpath and Corvid come up first, drawing on a review roundup (review site) and a forum thread (forum) comparing tools side by side. Your brand is in neither.
We suggest the questions your buyers actually type. Pick the ones that matter and they are asked on every engine each morning.
Suggested
AI visibility software comparison
From your category
Suggested
How to rank in ChatGPT answers
From your category
Tracking
Best AEO tools for SaaS brands
Asked on 5 engines, every morning
Share of tracked prompts naming you, over twelve readings · a fixed sample, not anyone's results
The tracked prompts that name a competitor and not you, the pages the engines reach for instead, and a draft aimed at the question — a brief queue that refills itself.