Prompt gaps
The tracked prompts whose answers never mention your brand — visibility expressed as a to-do list instead of a percentage.
A prompt gap is a prompt that received an answer in the period, where your brand was not mentioned at all. It is the same information as Visibility, turned from a score into a list of specific questions you are losing.
How gaps are identified
A prompt is listed as a gap when, in the selected period:
- it produced at least one answer, and
- none of those answers mention your brand.
A prompt with no answer in the period is not a gap — there is no evidence either way, and listing it would send you chasing a collection gap instead of a market one.
Gaps recompute with the period. A prompt you were absent from yesterday but appear in today drops off the list.
Why gaps matter
Percentages tell you how you are doing; gaps tell you what to do next. Each entry is a real question a customer might ask, together with the fact that the assistant answered it without you.
The list is most useful read as clusters rather than line items:
- A cluster around one product feature usually means the feature is missing or thin on the pages assistants read.
- A cluster around comparison prompts ("X vs Y", "alternatives to X") means competitors own the comparison content and you are not part of that conversation.
- A cluster around one geography or language points at coverage rather than content — see Geographies & languages.
Working through the list
- Open the prompt and read the answers. Which brands were named instead, and what were they credited with?
- Check the sources for those answers in Citations & Sources. The gap is usually a source gap first.
- Fix the source, not the prompt. Rewriting your own page so it actually answers the question is what moves the metric; the prompt itself is only the measuring instrument.
- Re-check after the next update. Gaps close as new answers come in — see Data freshness.
Reading the list carefully
- A long list on a new account is expected. It is a baseline, not a regression.
- Some gaps are correctly lost. A prompt about a product you do not sell should be a gap; either accept it or stop tracking the prompt.
- Gaps are per brand. Switching brands changes the list entirely.
Related metrics
- Visibility — the same fact as a percentage
- Citations & Sources — why the gap exists
- Prompts tab — editing what you track
Updated 2026-08-03