AI visibility can sound like a technical marketing project. A useful place to start is more familiar: what are clients saying about your business, and does that match what you promise?
A Business Manchester article argues that AI recommendations depend less on your website than on how often and how well others talk about your business. That makes reputation worth examining as part of AI readiness. It is not a reason to chase supposed shortcuts or assume that a few website edits will change what assistants say.
Start by checking what AI assistants say
Try a handful of questions a prospective client might ask. For example: “Which med spa near me offers laser hair removal?” or “What should I look for in a day spa for a facial?” You can also ask about your business by name. Check ChatGPT, Gemini, Claude and Perplexity, and note the date, the question and the answer.
Look for the practical details: Does the answer name your business? Does it describe your services accurately? Does it mention an old address, a service you no longer offer or a claim you cannot support? Record what appears, but treat each response as a clue to investigate rather than a reliable report card.
Business Manchester reports that one analysis attributed 63% of AI visibility to long-term brand equity, which it describes as the effect of being reviewed, written about and searched for over time. That is a reported analysis, not a forecast for your business or evidence that a single review will change an AI answer. The useful takeaway is to focus on the reputation and information you build consistently, rather than looking for a one-off fix.
Use recurring reviews as operating feedback
Reviews are not only promotional material. They can help you spot patterns in the experience clients actually receive. Read recent feedback alongside messages to your team and comments collected after appointments. Separate a one-off complaint from a theme that appears repeatedly, such as unclear pricing, delays, inconsistent results or staff communication.
Boulevard reports that 71% of clients in its self-care client coverage said poor results were a dealbreaker. The same article says the same share would not return to a business with rude or dismissive staff. Boulevard’s findings are a survey, so treat them as a useful signal about client expectations rather than a prediction of what every client will do.
If a theme keeps coming up, decide who owns the follow-up and what should change. That might mean reviewing how a service is explained before booking, checking how delays are communicated or helping staff handle questions with care. When you reply publicly, keep it professional and avoid sharing private client or treatment details. Don’t make a public promise you cannot reliably keep.
Make your service claims easy to check
A clear website can support your reputation by making basic service information easy to confirm. Business Manchester notes that a business’s website still matters as a place for dedicated service pages, even if it is not the only influence on AI visibility.
For each core service, use a page that clearly explains what you offer, who it is for and how someone can book or ask questions. Include relevant practitioner qualifications, preparation guidance and aftercare where appropriate. Keep service names and location details consistent across your website and business profiles. If you make a claim about results or eligibility, explain its limits and make sure your team can support it.
This is not about filling pages with keywords. It is about reducing ambiguity for clients and making it easier to verify what you do. If an AI answer gets a detail wrong, check the sources you control first, then review whether trusted third-party listings or review profiles need updating.
What to do
- Ask a few realistic questions in AI assistants and save the answers.
- Compare those descriptions with your services, locations and current client feedback.
- Pick one recurring review theme and assign someone to address it.
- Update service pages and profiles where information is unclear or out of date.
- Recheck periodically, rather than treating one review as a lasting result.
The goal is not to script an AI answer. It is to make the experience behind your reputation better and the facts about your business easier to verify. For a structured outside-in check, Vetraeus AI Visibility looks at how your business may be found and cited by ChatGPT, Gemini, Claude and Perplexity.
- ai visibility
- online reviews
- reputation management
- client experience
- local marketing
Alan Jordan, founder and principal solutions architect. Data engineering, data science and business analytics for appointment-based businesses.
