AI Search Visibility for Physicians & Surgeons · SEO / AEO / GEO

Your next patient just asked ChatGPT who the best spine surgeon is. Were you the answer?

Forever Cited measures how often ChatGPT, Google AI, Claude, Gemini, and Perplexity name your practice when a patient needs a specialist in your market — then builds the cited authority those engines draw on. Measured weekly. Proven against a baseline. One practice per specialty, per market.

Free · Two minutes to request · No sales call before you see your numbers

  • Your 0–100 score
  • The actual AI answers, named
  • Your three biggest gaps
  • Whether your market is still open

“Who is the best spine surgeon near me for a herniated disc?”

Based on outcomes, board certification, and published guidance, three practices stand out in your area:
1 A practice with 500 Google reviews and a published patient-education library
2 A practice listed on Healthgrades, Vitals, and Castle Connolly
3 A practice whose surgeons are quoted in local health coverage
Your practice — not named

Every signal that put those three in the answer can be built. None of it is luck.

This is where patients choose now. Two or three names. Everyone else doesn’t exist.

Built for physician-owned specialty and surgical practicesyour state board rules and the AMA Code by construction
One practice per specialty, per marketyour competitors can’t hire us
Baseline-verified reportingevery claim measured, weekly
You approve every wordnothing publishes without you

The problem

You built the outcomes. AI hands the referral to whoever it can verify.

You built this practice on outcomes and the referrals that follow. But the patient a friend told to “look you up” now asks ChatGPT, Google, or Perplexity who the best specialist is for their condition — and the answer names two or three practices. Usually the ones with the loudest websites, not the ones with your outcomes.

Search didn’t die. It moved above the results. AI answers now sit on top of every page Google shows, and a growing share of patients never scroll past them. If your practice isn’t in the answer, the patient goes to whoever is — and you never know the referral existed.

Bright, quiet clinical corridor in soft light
Reputation you can verify. That is what AI systems cite — and what we build.

45%

of consumers used AI tools like ChatGPT to find a local business in the past year — up from 6% the year before.

BrightLocal, Local Consumer Review Survey, 2026

1.2%

of those businesses is all ChatGPT recommends. The answer is two or three names, and the rest are invisible.

SOCi, Visibility Index, 2026

Weekly

The same prompts, re-asked on five engines every week and scored against a frozen baseline — so you see your practice move, or see that it hasn’t.

The Forever Cited method, published at /methodology

Be the practice AI names when the next patient asks. Measured every week. Proven against a baseline you can check.

That is the whole offer. Everything below is how we do it for your specialty, and what we will never do.

What we measure

The questions patients ask AI — and that we measure for your practice

These are the prompts your audit runs, in your market, on all five engines. They are the questions people type before they ever call a doctor’s office. Your score is how often your practice is in the answer.

  • best spine surgeon near me for a herniated disc
  • top orthopedic surgeon for knee replacement in [city]
  • best fertility clinic near me with the highest success rate
  • board-certified plastic surgeon near me for rhinoplasty
  • concierge doctor near me who takes new patients
  • second opinion for spine surgery near me
  • which doctors near me take my insurance
  • top-rated [specialty] reviews in [city]

Your audit uses your market’s version of these. The weekly run re-asks every one, on every engine, and shows you the answers.

Which of these name your practice today? The free audit runs every one in your market and shows you the answers, word for word.

See my AI answers — free

Guardrails built in

Written to your board’s rules. Every piece, every week.

Your state medical board’s advertising rules, the AMA Code of Medical Ethics, and the FTC. Every piece we publish for you is written to your state medical board’s advertising rules, the AMA Code of Medical Ethics on advertising, and the FTC’s truth-in-advertising standard — board certification is stated only with the certifying ABMS member board named. You approve every word before it goes live. Most agencies hand you a draft and hope. We hand you a draft that already passed the rule.

What we will never publish for you:

  • Call you “board-certified” without naming the certifying board
  • Claim you are the “best [specialty] in [city]”
  • Promise a surgical or treatment outcome
  • Publish before-and-after imagery without the disclosures your board requires

The record AI checks

The directories AI checks before it names a physician

When an engine decides whether you are who your site says you are, it reads these first. We claim, correct, and verify every one — same name, same specialty, same office, everywhere.

HealthgradesThe profile AI engines cite most for consumer physician searches. Claimed, complete, and matching your site.
VitalsPatient ratings and background data that engines treat as third-party verification.
Castle ConnollyPeer-nominated “Top Doctors” recognition that engines read as independent validation.
ABMS Certification MattersThe certification lookup engines use to verify a board claim is real.
U.S. News Doctor FinderConsumer-facing profiles that shape how engines describe your practice.

Is your record consistent on every one of these? One mismatch is enough to drop you from the answer. The audit checks each profile against your site.

Check my record — free

Method

How your practice becomes the answer

No jargon, no black box. Three moves, run every week, with the evidence in your inbox.

01Measure

Know exactly where you stand

We score your practice 0–100 across the questions patients actually ask in your market — on ChatGPT, Google AI, Claude, Gemini, and Perplexity, plus classic search, directories, and reviews. That score is frozen as your baseline. Everything after gets proven against it.

02Build

Publish the authority AI cites

AI engines cite physicians who publish real answers with real citations. We draft that authority for you — what a condition means, when a procedure is and isn’t indicated, what to expect from a consult — grounded in your specialty’s clinical guidance and carrying the disclosures your board requires. You approve every word before anything goes live. Directories, entities, and reviews get fixed alongside it.

03Prove

See your name appear

Every week: the same prompts, re-asked. The actual answers, side by side with your baseline. Which engines name you now that didn’t. What moved, what’s next. If a number didn’t move, you’ll see that too — measured honestly or not at all. How we score.

The engagement

One engagement. Everything handled.

This is done-for-you. Your total time commitment is approving content and reading a five-minute weekly report.

Know exactly where you stand.Baseline audit: a Visibility Audit and 0–100 score, frozen as your fixed benchmark
Never guess what AI says about you again.Prompt-level monitoring across ChatGPT, Google AI, Claude, Gemini, and Perplexity
Become the source engines quote.Authority content — drafted with verified clinical citations — you approve every word
Board compliance built in.Your state medical board’s rules, the AMA Code, and the FTC, in every piece
Match everywhere AI looks.Directory, entity, and profile fixes across the sites AI systems trust
Grow the reviews engines weigh.Patient reviews — email-only, HIPAA-aware requests, no review gating
See the proof every week.Your score, the actual answers, and the deltas vs. baseline, in a five-minute report
Keep your confidences where they belong.Private client portal with two-factor security; we never touch patient records
Need the site and the data layer first?Foundation builds the site, brand, entity record and intake AI can verify — then this program runs on top of it

Pricing is shared in your audit readout.

Month-to-month. One practice per specialty, per market — when your market is taken, it’s taken.

Check if your market is open — free audit

Risk, reversed

Built so hiring us is the low-risk move

Month-to-month

No annual contract. The weekly proof keeps the relationship, not a signature.

Market exclusivity

We will never work for a competing practice in your specialty and market. In writing. Check if your market is open →

Your board rules, respected

Nothing publishes without your approval. Every piece carries required disclosures. Review requests are email-only, HIPAA-aware, never gated.

Your patients’ privacy, untouched

We never access patient records, charts, or PHI. Your HIPAA obligations stay exactly where they belong: with you.

You own everything

Every article, page, and profile we build belongs to your practice. Leave anytime; it all stays yours.

No fake promises

Nobody can guarantee what AI will say. Anyone who does is lying to you. We guarantee measurement, transparency, and work you can verify.

Questions

Questions physicians actually ask

I get most of my patients from referrals. Why does AI matter to me?

Because referrals get verified now. The patient your colleague referred still looks you up — and increasingly asks AI first. When the answer names three other practices and not you, a warm referral goes cold before it ever calls. Visibility doesn’t replace your referral base; it stops it from leaking.

Medical marketing is heavily regulated. Is this compliant?

By construction. You approve every word before publication, board certification is never stated without the certifying board named, before-and-after imagery carries required disclosures, review requests are email-only with no gating, and we never touch patient records. Your compliance review happens before anything is public.

How long until AI starts naming my practice?

Directory and technical fixes usually move numbers inside 30 days. Content authority that changes which practices AI cites for specialty questions typically compounds over 60–90 days. You see the evidence weekly from day one — including what hasn’t moved yet, measured honestly, not spun to look better than it is.

We already pay a marketing agency. Isn’t this the same thing?

Ask them one question: “Which AI engines named our practice last week, for which prompts?” If they can’t answer, they’re optimizing for a results page patients are scrolling past. We measure the answers themselves — and traditional SEO is included, not ignored.

Can this help patients verify my board certification?

Yes. We make sure Healthgrades, Vitals, ABMS Certification Matters, and every profile a patient checks shows your certification correctly and consistently. When an engine or a patient goes looking to confirm you are who you say you are, the record matches everywhere.

What does an engagement cost?

We share exact pricing in your audit readout, after we’ve seen your market and scope. What you should know now: it’s a done-for-you engagement with market exclusivity — we turn away every competing practice in your specialty and market — billed month-to-month with no long-term contract.

What do I get in the free audit — and what’s the catch?

Your 0–100 score, the real prompts patients use in your market, the actual AI answers showing who gets named, and your three biggest gaps — delivered in a 30-minute readout. The “catch”: we take one practice per specialty per market, so the audit is also how we decide fit, on both sides.

The free audit

Find out what AI says when the next patient asks.

Get your free Visibility Audit Scheduling link within one business day

What you get, free, in a 30-minute readout. One audit per practice.

Your 0–100 Visibility Score — frozen as the baseline if you go ahead
The actual AI answers for your market — which practices get named, and why
Your three biggest gaps — in order, with what closes each one
Whether your market is still open — one practice per specialty, per market

Free. No credit card, no contract, no pitch before you see the numbers. If the audit shows you are already the answer, we will tell you so.