GrailstarBook a call Find out what AI tells people about your business.
When someone asks for a recommendation, does your business come up? Is the description accurate? And which sources does the answer rely on?
We test the questions that matter to your customers, review the answers, and give you a monthly report with practical recommendations.
Book a call Explore a sample report ↓Know when your brand makes the shortlist.
See how often you appear, which competitors come up, and how the picture changes over time.
Percentage of tracked answers that mention each brand. An answer can mention more than one brand.
Example brands and data show how we present a review. Your report uses the questions and responses collected for your business.
A mention count doesn’t tell the whole story.
You need to know whether the answer describes your business fairly and gives a potential customer enough information to consider you.
The questions people ask before buying.
We agree a set of questions about your category, customer needs, and comparisons. Keeping the set consistent makes the monthly review more useful.
Where your business and competitors appear.
We review mentions and descriptions across the agreed AI engines. A recommendation, a passing reference, and a missing brand tell different stories.
The information behind the answer.
We inspect cited pages and check for outdated details, unclear offers, or gaps on your own site. When an answer has no usable citation, we record that too.
The changes worth making first.
We give you three priorities, explain the evidence behind each one, and separate straightforward fixes from ideas that still need testing.
We use monitoring software. Then we review the evidence.
We use monitoring software to collect the agreed questions and responses. Then we check the cited pages and explain the findings. Your scope names the tool, engines, and coverage.
With your access, Search Console and website analytics can add a view of traffic and outcomes alongside the sampled answers.
AI visibility reporting from $500 a month.
One brand and market. A consistent set of 25 buyer questions across three agreed AI engines, up to three competitors, and three prioritized recommendations each month.
Also included in Growth and Commerce. Content and website implementation are scoped separately.
A few things to know.
Can you guarantee that AI will recommend us?
No. Responses vary by engine, question, context, and time. We report what was observed in the agreed sample and keep the limits clear.
Can you fix inaccurate information?
We identify the issue and review the available sources. Updating your own pages or correcting an external listing may be a useful next step, but changes to an AI answer cannot be guaranteed. Implementation is scoped separately.
Is this just a dashboard subscription?
No. The service includes reviewing the collected evidence, explaining what it means for your business, and recommending three priorities. We make the tool and monitoring coverage clear before work begins.
What should people know about your business?
Tell us what you sell and where you compete. We’ll define a review that gives you something useful to act on.