Track the questions your customers actually ask an assistant, and see — per question, per model, every day — whether you are in the answer at all.
Prompt detail
Open a prompt and you are looking at one question: how your visibility on it moved day by day, which brands were named alongside you, and where you sat in the list.
Brand Visibility Over Time
62.0%
+14.2ppLast 30 days
Daily visibility % for the top 5 brands on this prompt.
Top Competitors
Brands by visibility % for this prompt.
Daily visibility on this one question, against the brands you are measured next to.
Whoever owns one prompt rarely owns the next, so the competitor table is per prompt.
Named fourth and named first are different outcomes, and only one of them gets clicked.
Not one model with the others sold separately. Every prompt you add is asked in each of these, in the interface a person would use, and the answers are kept.
Responses
Every response is kept. Open one and the brands found in it are marked, listed in the order they appear, with the pages the answer was built from beside them.
Brand Mentions
Sources (4)
Stored in full, so you can see how the wording about you changed, not just the number.
Yours and everyone else's, with the position each was named at.
Down to the URL. Where an answer comes from is where you would have to be to change it.
A tracked prompt is a question and four numbers. Between them they answer whether you are named, how prominently, who is named instead, and what the model read to decide.
The question, exactly as somebody would type it into an assistant.
The share of answers to this question that named you at all.
Where your name lands in the answer. First is worth more than fourth.
The brand named most often here. Whoever owns one question rarely owns the next.
The domains those answers were built from, down to the URL.
A prompt you score zero on is not a number that went down. It is a competitor being recommended thirty times a month in your place, on a question you could have owned — and the tracking tells you which one.
Prompt Detail's competitor table: the brands named on this one question, in the order the answers put them.
Top Competitors
VisibilityOn “which CRM has the best reporting”, where you are named in none of them.
Avg Position
Detected in the answers rather than added from a list — then marked as a competitor, your own brand, or noise to ignore.
Competitors
MentionsShare of Voice by Ownership
How LLM visibility is distributed by brand relation.
Newly detected
Every gap comes with the brand that filled it, so the next piece of work has a target.
Competitors are detected in the answers themselves. There is no list to keep up to date.
Read what the model said instead. It is usually clear why the other brand was the easier one to name.
What a prompt is, how to choose them, and why this is not keyword tracking with a new name.
Add your first prompts and the answers start arriving within minutes.
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