Buyers now ask an assistant before they ask a search box. Whatever those systems say about you is your first impression, and most brands have never once checked what it is.
Start a projectWhat you get
Assistants confidently repeat outdated pricing, wrong service descriptions and competitor names. Without a baseline you cannot tell whether that is happening, let alone whether anything you changed improved it.
We record what the major assistants say today across a fixed prompt set, correct the entity and content signals feeding those answers, then re-test monthly so progress is observed rather than assumed.
A fixed set of discovery, comparison and validation questions, run across the major assistants and recorded verbatim.
How often you are named against your closest competitors, tracked over time on the same questions.
Wrong or stale facts about your business identified, then fixed at the sources those answers draw from.
One name, one description, one service list across your site, schema and third-party profiles so systems resolve you confidently.
Questions where no one owns a clear answer, turned into pages structured to be retrieved and quoted.
Models change. Re-running the same prompts catches regressions early instead of six months later.
We build the prompt set from your real buyer questions, run it across the major assistants and record every answer and cited source.
We trace where inaccurate or missing information comes from, whether that is your own site, a stale profile or a third-party page.
Entity signals are aligned, weak pages are restructured answer-first, and new pages are built for the gaps worth owning.
The same prompt set runs monthly. You get the answers side by side with the previous month and a short note on what changed.
| Area | Typical approach | Our approach |
|---|---|---|
| Definition | Vague AI visibility score | Recorded answers you can read |
| Accuracy | Ignored | Wrong facts about you tracked and corrected |
| Scope | One assistant | ChatGPT, Perplexity, Gemini and AI Overviews |
| Cadence | One-off | Monthly re-test of a fixed prompt set |
How often and how accurately AI assistants mention, describe and cite your brand when people ask questions in your category. It is measured by testing real prompts, not by a single score.
No, and anyone who does is guessing. Answers vary by phrasing, account and model version. We improve the probability by fixing the signals those systems rely on, and we show the evidence either way.
ChatGPT, Perplexity, Gemini and Google AI Overviews as standard. Others can be added if your audience uses them.
By correcting it at the source: your own pages and schema first, then third-party profiles, directories and any outdated content still circulating.
It overlaps heavily. Crawlability, entity clarity and clear content help both ranked results and generative answers, which is why we run them as one programme.
Entity and factual corrections can appear within weeks once the sources update. Broader share of mention shifts over months alongside content work.
What is AI visibility?
How often and how accurately AI assistants mention, describe and cite your brand when people ask questions in your category. It is measured by testing real prompts, not by a single score.
How often and how accurately AI assistants mention, describe and cite your brand when people ask questions in your category. It is measured by testing real prompts, not by a single score.
No, and anyone who does is guessing. Answers vary by phrasing, account and model version. We improve the probability by fixing the signals those systems rely on, and we show the evidence either way.
ChatGPT, Perplexity, Gemini and Google AI Overviews as standard. Others can be added if your audience uses them.
By correcting it at the source: your own pages and schema first, then third-party profiles, directories and any outdated content still circulating.
It overlaps heavily. Crawlability, entity clarity and clear content help both ranked results and generative answers, which is why we run them as one programme.
Entity and factual corrections can appear within weeks once the sources update. Broader share of mention shifts over months alongside content work.
Send us three questions your buyers ask and we will show you the answers the major assistants give today.