The Answers Hub · 30 Questions

Straight answers about AI visibility.

Plain English, 80 words or less per answer. The same answers we give paying clients.

The CategoryThe MechanismFor Medical Practices
The Category

Cluster A — The Category

What AI visibility actually is, how it’s measured, and what it costs.

A1 · What is AI visibility?
AI visibility is how often AI assistants — ChatGPT, Perplexity, Google's AI Overviews, Gemini, Claude — name your business when someone asks them for a recommendation. Traditional SEO measures where you rank on a results page; AI visibility measures whether you appear inside the answer itself, where most people now stop looking. If the assistant lists three names and yours isn't one, you're invisible — no matter how well you rank on Google.
A2 · What is GEO (Generative Engine Optimization)?
GEO is the practice of getting your business cited and recommended inside AI-generated answers. Where SEO targets a ranked list of links, GEO targets the generated response — the paragraph the assistant writes. It works by shaping the signals those models read: the mentions, citations, structured data, and answer content they assemble replies from. The goal is simple: be one of the names the engine gives.
A3 · What is AEO (Answer Engine Optimization)?
AEO is structuring your content and signals so answer engines can quote you directly — Google AI Overviews, featured answers, voice results. It's built from the real questions people ask and the clean, well-structured answers machines can lift verbatim. AEO and GEO overlap heavily: AEO leans toward being quotable, GEO toward being recommended. In practice we run them together.
A4 · What's the difference between SEO and GEO?
SEO gets you ranked on a results page; the user still clicks and decides. GEO gets you named inside the answer, where the engine has already decided for them. SEO optimizes a page for a crawler and an index; GEO optimizes your whole entity — mentions, citations, reviews, structured data — for a model that generates a reply. They share inputs, but they're different wins, and you can hold one while losing the other.
A5 · GEO vs AEO vs AI SEO — which term is right?
They describe the same shift with different emphasis. GEO is about being recommended inside generated answers; AEO is about being quotable by answer engines; 'AI SEO' is the umbrella buyers search for. The industry hasn't settled on one name, and it doesn't matter much — the work is the same: when someone asks an AI who to use, your name comes back.
A6 · What is an AI visibility audit?
It's a snapshot of how often AI engines name you today. We run the real prompts your customers would use across ChatGPT, Perplexity, Google AI, and Claude, then report your share of answers, the queries you should own, who's being named instead, and the highest-leverage things to fix first. It's free, takes us 48 hours, and it's yours whether or not we ever work together.
A7 · How is AI visibility measured?
By running a fixed set of buyer prompts across each engine on a schedule and recording whether — and where — you're named. We track share of answer (how often you appear), rank within the answer, and which competitors show up instead. Purpose-built tracking makes it repeatable, so movement is measured month over month, not guessed.
A8 · What is share of answer?
Share of answer is the percentage of relevant AI answers that name you. If ten buyers ask an engine for the best provider in your category and you're named in four, your share of answer is 40%. It's the core AI-visibility metric — the equivalent of share of voice, but for the generated response instead of the ad auction or the rankings page.
A9 · Can you pay to be in AI answers?
Not directly — there's no ad slot inside an organic AI recommendation today. You earn your way in through the signals the models read: genuine mentions, citations, reviews, structured data, and quotable content. That's the work. Anyone promising to 'buy' your way into ChatGPT's answer is selling something that doesn't exist.
A10 · How long does AI visibility take?
Most clients see their share of answer move within 60–90 days, then compound from there as the signals stack. Some surfaces update faster than others — a strong Reddit thread can be cited within days, while entity and review signals build over months. The first audit sets the baseline so every change is measured, not assumed.
The Mechanism

Cluster B — The Mechanism

How each AI engine decides who to recommend.

B1 · How does ChatGPT decide which businesses to recommend?
ChatGPT assembles answers from patterns in what it has read plus, when browsing, live sources. For local recommendations it leans on places it considers trustworthy and consistent: directories, roundups, reviews, community threads, and your own clearly-structured pages. It favors businesses that show up consistently across those sources. There's no single ranking factor — it's the weight of consistent, credible signals pointing to the same entity.
B2 · How do you rank in ChatGPT?
You don't 'rank' so much as get named — and you get named by being present and consistent everywhere ChatGPT reads: accurate listings, genuine recommendations in trusted communities, citations in the directories and roundups it trusts, and answer content written around the questions buyers actually ask. We engineer those four signal types together and track your mention rate as it moves.
B3 · How do you show up in Google AI Overviews?
AI Overviews pull from pages Google already trusts plus its understanding of your entity. To appear, you need content structured around the exact question, clean schema, a consistent business entity across the web, and the authority signals Google reads. Strong traditional SEO helps but isn't enough alone — the Overview quotes sources it can lift cleanly, so being quotable matters as much as ranking.
B4 · How do you get cited by Perplexity?
Perplexity browses and cites its sources, so citations are everything. It favors pages and threads that directly, credibly answer the query — Reddit, authoritative roundups, well-structured content, and trusted directories. Getting cited means being genuinely useful in the places it pulls from, with answer content it can quote and attribute. We focus on being one of the sources it links.
B5 · Why doesn't my business show up in ChatGPT?
Usually one of three reasons: the model doesn't have enough consistent signals tying your name to your category and city; competitors have stronger mentions, reviews, and citations; or your information is inconsistent across the web, so the model can't form a confident entity. The audit shows which it is — and the first fixes that move it.
B6 · Does Reddit affect AI recommendations?
Heavily. Reddit is one of the most-cited sources across ChatGPT, Perplexity, and Google's AI, because it reads as genuine peer experience. A credible, helpful recommendation in the right thread can be pulled into answers for months. It's the fastest-moving AI-visibility signal — which is exactly why we run Reddit as a dedicated service, by hand, never with spam.
B7 · Do Google reviews affect AI answers?
Yes. Reviews are a strong trust and entity signal, and their content — not just the star rating — tells AI what you're known for. Reviews that name specific procedures or services help engines match you to those queries. Volume, recency, consistency, and what the words actually say all feed the picture AI builds of you.
B8 · What is schema markup, and does AI read it?
Schema is structured data in your page's code that states facts explicitly — who you are, what you offer, your location, hours, and reviews — in a format machines parse without guessing. It doesn't guarantee a mention, but it removes ambiguity, which helps engines form a confident entity and quote you cleanly. It's foundational plumbing for both AI Overviews and answer engines.
B9 · Does traditional SEO still matter for AI visibility?
Yes — it's one of the signals, not the whole game. Engines still read the pages that rank, and a strong site makes you easier to cite. But a #1 ranking and an AI recommendation are different wins; plenty of businesses hold the first while losing the second. Keep your SEO, and layer AI visibility on top of it.
B10 · Can AI recommendations be guaranteed?
No — and anyone who guarantees a specific AI answer is bluffing. AI outputs change, and no one controls them. What can be guaranteed is the engineering work, the measurement, and an honest monthly read on whether your share of answers is moving. That's what we hold ourselves to.
For Medical Practices

Cluster C — For Medical Practices

What this means specifically for owner-operated clinics.

C1 · Do patients really use ChatGPT to find doctors?
Increasingly, yes — especially for high-consideration, often-private decisions: 'best cosmetic dentist near me,' 'is this treatment worth it,' 'who does the best implants.' Patients ask AI the questions they're hesitant to ask a person, and the answer comes back with a few names. For the procedures that pay your overhead, that conversation is now part of the patient journey.
C2 · How do AI Overviews change healthcare search?
They move the decision earlier and higher. Instead of scrolling listings, the patient reads a synthesized answer at the top that often names a few providers and summarizes considerations. Fewer clicks reach page two. If your practice isn't part of that synthesized answer, you're effectively absent for that search — even if you rank well below it.
C3 · "Best dentist in [city]" — how does AI actually decide?
It blends what it has read about providers in that city: reviews and what they say, mentions in roundups and community threads, directory consistency, and clearly-structured practice pages. It favors the names that appear consistently and credibly across those sources. It's less 'who paid' and more 'who the trusted sources keep pointing to.'
C4 · Is AI visibility work allowed for medical practices?
Yes. The work is publishing accurate, helpful content, earning genuine reviews and mentions, and structuring your information correctly — all standard, ethical marketing. We don't fabricate reviews or mislead. The same professional-advertising and platform rules that govern your existing marketing apply here, and we work within them.
C5 · Does HIPAA affect AI visibility work?
It can, so we treat it carefully. AI visibility work uses public marketing information — your services, locations, and content — not protected health information. We never use patient data, identifiable details, or anything from your records. If a campaign ever touches patient-facing systems, it's handled under your existing HIPAA safeguards. Confirm specifics with your own compliance counsel.
C6 · How do dental practices show up in ChatGPT?
By being consistently present where ChatGPT reads about dentists: accurate directory listings, genuine recommendations in patient communities, citations in 'best dentist in [city]' roundups, procedure and FAQ pages built around real patient questions, and reviews that name the procedures you want cases for. Run together and kept consistent, those signals make the model confident enough to name you.
C7 · What should a med spa do about AI search?
Treat AI as the step between the reel and the booking. Build content for the questions clients actually ask ('is Morpheus8 worth it,' 'Botox vs Dysport'), earn reviews that name specific treatments and injectors, get cited in the communities and roundups AI trusts for aesthetics, and keep your entity consistent so AI treats you as a medical provider — not a beauty listing.
C8 · Do online reviews matter more now than before?
Arguably yes. Reviews were always trust signals; now they're also raw material AI reads to decide who to name and what you're known for. The words in your reviews — the procedures and outcomes they mention — directly shape which queries you get matched to. Volume and recency still matter, but content matters more than it used to.
C9 · What is an AI visibility score for a practice?
It's your share of answer across the major engines for the prompts that matter to your practice — how often AI names you for 'best [specialty] in [city]' and the related questions patients ask. We baseline it in the free audit and track it monthly, so you can watch movement the way you'd watch any other channel.
C10 · Why did my calls drop while my rankings held?
Because patients changed how they search. Your Google ranking can be as strong as ever while more of your would-be patients ask an AI instead — and get back three names that don't include you. The ranking still 'works'; it's just no longer where the decision happens. That gap is exactly what the free audit measures.

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When a patient in your city asks ChatGPT, Google, or Perplexity for the best implant dentist, periodontist, or med spa, AI gives them an answer before they ever see a search result. If your practice isn't in that answer, those patients walk into a competitor's office without ever knowing you exist.

  • See exactly where you stand. We test the real questions patients ask across every major AI platform and show who AI recommends in your market.

  • See who's winning instead of you. Your AI Visibility Score, benchmarked against the competitors already being cited.

  • Get the fix, prioritized. A clear action plan for what's keeping you out of AI answers — and what it takes to get in.

We Track Across Every Major AI Platform
We track your AI visibility across ChatGPT, Gemini, Perplexity, Claude, Google AI and Microsoft Copilot