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Your clinicians spend time on quotes for health articles, but an article an assistant links as its source may bring the publisher recognition while leaving your clinicians unnamed.
In our September answers, a placement, a quote of your clinician in an outside article, earned the publisher’s name, and the clinicians who got named were named from their own profiles, and keeping about 60 profiles matched to the roster by hand takes a public relations specialist about 21 hours a month, about $14,424 a year on our assumptions.
At Qvery, we help health companies stop paying for clinician placements nobody can trace and keep every clinician's profile accurate, with custom AI agents that check each placement against what patients' assistants answer, compare every profile with your roster and draft the corrections your medical director approves.
of the answers that cited a health article quoting a clinician said the clinician’s name
In our September answers, Google’s AI answers cited HSS’s knee-replacement exercise page and labeled the passages with the hospital’s name. The physical therapist quoted on that page went unnamed.
No answer that cited a health article quoting a clinician said that clinician’s name. The credit went to the site that ran the article, and when that site was an outside publisher’s, the answer named neither the clinician nor the place they work.
The clinicians who were named came from their own provider profiles, in answers to patients asking who to see.
What the Placements Cost You
Outside placements still get cited in answers about your specialty, under the publisher’s name.
When Migraine Again quoted the director of the UCLA Goldberg Migraine Program in its guide to finding a migraine doctor, an answer to "headache specialist for recurring migraines" cited the guide and named neither him nor UCLA. Whether answers link a placement shows in the pages each answer cites, day by day.
Who the Assistant Names
ChatGPT named a sleep physician when asked for a specialist for shift workers with evening appointments, citing his UC San Diego Health profile.
That employer-kept profile carries name, credentials, specialty, conditions treated, location and booking details. The agents check every profile for the facts a patient asks for, in the patient’s words, with credentials written the same way as on the directories that list the clinician.
When a patient asks an assistant who to see, the answer works like a referral, and the pages it reads are part of how patients find you.
A wrong fact travels the same way: a clinician who left, a credential out of date, a location that closed. Answers that list providers draw on pages like these.
What the Agents Take
| Where the hour goes | What the answer credited | What the agents track |
|---|---|---|
| A quote in an outside publisher's article | The publisher | Whether the answers link that page, and for which questions |
| A quote on your own health page | Your company, as the page's label | Whether the answers link your page, and for which questions |
| The clinician's own profile | The clinician, by name, when patients ask who to see | Whether the answers link it and say the name; whether it matches the roster |
The agents take both checks off your team: they match each placement’s link to the pages the answers cite, and compare each profile with the roster.
What Qvery’s Agents Check Each Month
For the monthly check, we build custom agents around your roster and placement log. They match placements to the answers’ links, compare every clinician profile with the roster and draft the corrections into one monthly table for your program owner, with uncertain matches flagged.
| The agents may | The agents never |
|---|---|
| Match each placement's link to the pages the answers cite | Open an outside publisher's page |
| Compare every profile on your site with the roster | Write to a journalist or an editor |
| Draft each profile correction | Change a credential or a service without the medical director’s approval |
What the agents may read and do is set in a written agreement, your data is processed where that agreement says, and every action the agents take is logged.
The calculator prices the profile check for a clinic group of about 250 people: one public relations specialist comparing about 60 clinician profiles with the roster, about 21 hours a month or 12% of the year. At about $120,200 a year in pay and benefits, that is about $14,424 a year.
With the agents taking about 60% of it, at about $200 a month to run, it costs about $8,170, saving about $6,254 a year and 150 hours; $10,000 of build pays back in about 19.2 months. Each figure is our assumption, to replace with your own.
Clinician Profile Check ROI Calculator
What Comparing Every Clinician Profile On Your Site And The Directories With The Roster And Drafting The Corrections Costs You, And What An Agent Saves
Saved Per Year
$6,254
150 hours handed back, after $2,400 a year to run it
- Hours Handed Back
- 150 hours a year
- Agent Running Cost (Estimate)
- $200 a month
- Payback Per $10,000 Of Build
- 19.2 months
On these numbers, the agent saves $6,254 a year after its own running cost, and every $10,000 of the build is earned back in 19.2 months.
We start with your patients’ questions: the GEO Agent runs them daily, per country, on ChatGPT and Google AI Mode and keeps each answer with the pages it links.
By country and topic, you see the sources the answers link and how often your clinicians are named against other providers. We go through the answers with your team, then revise the health pages and profiles that need it.
Each week we count the hours the profile check no longer takes and the roster errors caught before an answer repeats them.
Your First Month With the Program Owner and the Medical Director
Bring the placement log, the roster and the profile pages. We have the agents running within two weeks once access is in place, and the medical director approves every credential change they draft.
Frequently asked questions
Do expert quotes help a health company show up in AI answers?
In our September answers, a page quoting a clinician was linked in about one care-seeking answer in eleven, and the credit went to the site that owned the page. That shows the two together, not that the quote earned the link.
Do Google's AI answers name clinicians the way ChatGPT does?
In our September answers, the clinicians named by name came in ChatGPT answers that listed providers; Google's AI answers that linked a page quoting a clinician named none of them. Track both engines, because each reads its own sources.
Does a "medically reviewed by" credit count as an expert quote?
A medical review credit does not count as an expert quote, just as a byline records authorship. The page must attribute words to a named person and state that person's credential or role.
Should we stop paying for outside placements?
Not on this evidence alone. Count them for what they deliver, a cited page for your patients' questions under the publisher's name, and put the goal of getting your clinicians named on their own profiles.
What happens when a profile is missing a fact patients ask for?
The agents flag it in the monthly table: a missing specialty, hours, booking link or new-patient status, or a credential written differently from the directories. Your team fills the gap, and the medical director approves anything about credentials or services.
Does this research prove that quotes do not work?
No. Our September answers show what the linked pages and the answers contained, not what caused a link. They support counting a linked page and a named clinician separately, rather than treating a quoted article as proof an assistant will name its speaker.
Can an AI agent check this without reading publishers' sites?
Yes. The agents match the links in your placement log against the pages each answer links and look for your clinicians' names in the answer text. Anything that needs a publisher's page opened goes to a person.
How often do the agents check?
The answers are recorded every day; the agents build the table once a month and check again the day a placement goes live, because answers change from day to day.
How do the agents handle a surname without a full name?
They send it to a person instead of counting it. They match full names and the variants on your roster, because a name such as "Dr. Lee" can belong to someone else.
Who should approve the monthly placement report?
The person responsible for the placement program should sign the table before it reaches the PR agency. A medical director approves changes to credentials or services on clinician profiles; a name match is not permission to change those facts.
What should we measure before changing the placement budget?
Compare the PR and clinician hours in your placement log with the citations and names each placement produced over a quarter. Track profile errors separately, including departed clinicians still listed and credentials that no longer match your roster.
What do the agents need access to?
The placement log, the clinician roster and your profile pages. What they may read and do is set in a written agreement, and they never log in to a publisher's site.
Do the agents change a clinician's profile on their own?
No. They draft each correction; the program owner sends it, and the medical director approves any change to a credential or a service.
What does Qvery do for a healthcare company checking expert quotes?
We help health companies stop paying for placements nobody can trace and keep every clinician's profile accurate. The GEO Agent records your patients' answers daily, and the custom agents we build check each placement against them, compare every profile with your roster and draft the corrections your medical director approves.
