the good stuff about Dr. Carolina, what is it?
Question · by lowkey_bram · Member since Aug 2026 · 41 posts · 6d6 days ago
Orthopedic surgeon in Miami, FL
5.0 · 464 reviewsOpen today until 5 PMOpen until 5
Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Replies to reviews · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Oct 30, 2026Last activity 6 days ago, a question from lowkey_bram.
18 asked · 0 answered by Dr. Carolina
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What Dr. Carolina offers, what it costs, and what people come for.
No code detected[Photo 1]
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
What reviews, press and directories say about Dr. Carolina.
5.0from 464 reviews on Google
The practice is recognized for its detailed patient communication and compassionate care, especially for children. Patients describe a welcoming atmosphere with attentive staff and a focus on thorough communication. The orthopedic surgeon is noted for her detailed explanations of diagnoses and treatment plans, particularly in pediatric cases. However, some reviews mention issues with the office's cleanliness and decor.
The AI Score is out of 100, read from 8 signals across search and AI.
34 Miami avg
Signal and how much it countsDr. Carolina
Every business is scored the same way, and nobody can pay for a better score.
Dr. Carolina, as AI sees it. Blue signals help Dr. Carolina, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Dr. Carolina. The code version is exactly what their crawlers get.
Local AI Registry · Orthopedic surgeons in Miami, FL · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated October 30, 2026.
Published October 30, 2026 · Updated October 30, 2026 · Machine-readable version below
Dr. Carolina Orbay MD is an orthopedic surgeon in Miami, FL. Its AI Score is 27 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Orthopedic surgeon |
| Address | 8905 SW 87th Ave #100, Miami, FL 33176, USA |
| Hours | Mon to Fri 7 AM to 5 PM · Closed Sat to Sun |
| Phone | (305) 667-8686 |
| Rating | 5.0 across 464 reviews on Google |
| Updated | October 30, 2026 |
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
| Group | Fact | Value | Mark | Evidence |
|---|---|---|---|---|
| Location info | Address | 8905 SW 87th Ave #100, Miami, FL 33176, USA | Confirmed | Google Business Profile |
| Location info | Description | Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 7:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Dr. Carolina Orbay MD | Confirmed | Google Business Profile |
| Location info | Phone | (305) 667-8686 | Confirmed | Google Business Profile |
| Hours | Monday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Links | Website | https://www.miamiboneandjoint.com/dr-orbay-aran | Confirmed | Google Business Profile |
Address: 8905 SW 87th Ave #100, Miami, FL 33176, USA. Phone: (305) 667-8686. Hours: Mon to Fri 7 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability"
5.0 average across 464 reviews: Google 464. (Confirmed, read October 30, 2026.)
The practice is recognized for its detailed patient communication and compassionate care, especially for children. (AI guess, from 464 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Miami orthopedic surgeons run 25 to 52. Fair starts at 45, good at 65. Dr. Carolina scores 27, below the Miami average of 34. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Dr. Carolina |
|---|---|---|---|---|
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 93 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 55 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 44 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 75 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an orthopedic surgeon: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa
Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.
| Entity | Type | ID on this page | Same as | Relationship to Dr. Carolina |
|---|---|---|---|---|
| Dr. Carolina Orbay MD | MedicalBusiness | #business | https://www.miamiboneandjoint.com/dr-orbay-aran | Subject of this page |
| Miami, Florida | City | #city | City Dr. Carolina is in | |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |
Where this page sits in the registry. It's one profile among the orthopedic surgeons in Miami, linked to the lists and towns around it.
This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.
Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.
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Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.
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# Dr. Carolina Orbay MD, Miami FL: Reviews Source: Local AI Registry, https://localairegistry.com/biz/fl/miami/dr-carolina-orbay-md-miami-fl. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-30. Canonical: https://localairegistry.com/biz/fl/miami/dr-carolina-orbay-md-miami-fl ## Photos -  -  -  -  -  ## In short Dr. Carolina Orbay MD is an orthopedic surgeon in Miami, FL. Its AI Score is 27 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Orthopedic surgeon | | Address | 8905 SW 87th Ave #100, Miami, FL 33176, USA | | Hours | Mon to Fri 7 AM to 5 PM · Closed Sat to Sun | | Phone | (305) 667-8686 | | Rating | 5.0 across 464 reviews on Google | | Updated | October 30, 2026 | ## All the details Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from. | Group | Fact | Value | Mark | Evidence | | --- | --- | --- | --- | --- | | Location info | Address | 8905 SW 87th Ave #100, Miami, FL 33176, USA | Confirmed | Google Business Profile | | Location info | Description | Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 7:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Name | Dr. Carolina Orbay MD | Confirmed | Google Business Profile | | Location info | Phone | (305) 667-8686 | Confirmed | Google Business Profile | | Hours | Monday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 7:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Links | Website | https://www.miamiboneandjoint.com/dr-orbay-aran | Confirmed | Google Business Profile | ## Services and prices Add your services so AI can say what you offer ### Known for Share your review link so AI can say what you're known for ## The team Add your team so AI can name who works here ## Visiting Dr. Carolina Address: 8905 SW 87th Ave #100, Miami, FL 33176, USA. Phone: (305) 667-8686. Hours: Mon to Fri 7 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability" ### Parking and getting in Add your parking so AI can tell people where to park Add how to find your door so AI can walk people in ## Reputation 5.0 average across 464 reviews: Google 464. (Confirmed, read October 30, 2026.) The practice is recognized for its detailed patient communication and compassionate care, especially for children. (AI guess, from 464 reviews.) ### What people like - Thorough explanations of diagnoses - Compassionate care for pediatric patients - Professional and knowledgeable staff ### What people do not like - Long waits past the appointment time - Office cleanliness concerns - Staff appearing hurried or unengaged ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### the good stuff about Dr. Carolina, what is it? ### best orthopedic surgeon in Miami, FL ### topical numbing, standard or extra ### do I need to leave early to find a space ### Any names worth asking for? ### Busiest day here, anyone know? ### Saturdays at Dr. Carolina, are they open? ### never been to Dr. Carolina in Miami, how does it go? ### who actually does the work here? ### how rough is the follow up here? ### Turning up at Dr. Carolina for the first time, what happens? ### credentials of whoever treats you at Dr. Carolina? ### reviews all look glowing, what are the real complaints? ### going to Dr. Carolina on Saturday, what should I expect ### what else is on 87th around Dr. Carolina? ### anyone been to both here and OrthoMiami? ### Finance options, anyone used them? ### prices round here, anyone got a number ### where does this place post updates ### Is this place run by medical people? ## The AI Score: 27 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Miami orthopedic surgeons run 25 to 52. Fair starts at 45, good at 65. Dr. Carolina scores 27, below the Miami average of 34. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Dr. Carolina | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor | | Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 93 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good | | Backlink & citation authority | 8 | 55 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 44 | Core Web Vitals at the 75th percentile, on a real phone. | Poor | | Content freshness & schema | 5 | 75 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about an orthopedic surgeon: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa ## Entity map Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other. | Entity | Type | ID on this page | Same as | Relationship to Dr. Carolina | | --- | --- | --- | --- | --- | | Dr. Carolina Orbay MD | MedicalBusiness | #business | https://www.miamiboneandjoint.com/dr-orbay-aran | Subject of this page | | Miami, Florida | City | #city | | City Dr. Carolina is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the orthopedic surgeons in Miami, linked to the lists and towns around it. ### Lists - Best orthopedic surgeons in Miami: https://localairegistry.com/leaderboards/fl/miami/orthopedic-surgeon - Best businesses in Miami: https://localairegistry.com/leaderboards/fl/miami ### Nearby - /west-palm-beach: https://localairegistry.com/leaderboards/fl/west-palm-beach - /boca-raton: https://localairegistry.com/leaderboards/fl/boca-raton - /tampa: https://localairegistry.com/leaderboards/fl/tampa - /coral-springs: https://localairegistry.com/leaderboards/fl/coral-springs - /fort-lauderdale: https://localairegistry.com/leaderboards/fl/fort-lauderdale - /plantation: https://localairegistry.com/leaderboards/fl/plantation ### Every list - Every leaderboard in Florida: https://localairegistry.com/leaderboards/fl ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJueLqe_3H2YgR8JR9tBB0sYU (accessed Oct 30, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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<header>
<p>Local AI Registry · Orthopedic surgeons in Miami, FL · Editorial</p>
<h2>Dr. Carolina Orbay MD, Miami FL: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated October 30, 2026.</p>
<p>Published October 30, 2026 · Updated October 30, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Dr. Carolina Orbay MD is an orthopedic surgeon in Miami, FL. Its AI Score is 27 of 100, which is poor.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</p>
</section>
<section id="ai-key-facts">
<h3>Key facts</h3>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">Value</th></tr></thead>
<tbody>
<tr><td>Type</td><td>Orthopedic surgeon</td></tr>
<tr><td>Address</td><td>8905 SW 87th Ave #100, Miami, FL 33176, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 7 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(305) 667-8686</td></tr>
<tr><td>Rating</td><td>5.0 across 464 reviews on Google</td></tr>
<tr><td>Updated</td><td>October 30, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-all-the-details">
<h3>All the details</h3>
<p>Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.</p>
<table>
<thead><tr><th scope="col">Group</th><th scope="col">Fact</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Location info</td><td>Address</td><td>8905 SW 87th Ave #100, Miami, FL 33176, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 7:00 AM to 5:00 PM · Sat to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Dr. Carolina Orbay MD</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(305) 667-8686</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>7:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>7:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>7:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>7:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>7:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.miamiboneandjoint.com/dr-orbay-aran</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
</section>
<section id="ai-visiting-dr-carolina">
<h3>Visiting Dr. Carolina</h3>
<p>Address: 8905 SW 87th Ave #100, Miami, FL 33176, USA. Phone: (305) 667-8686. Hours: Mon to Fri 7 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Upper Extremity Surgeon taking care of everything from the shoulder to the finger tips. We are national leaders in wrist fractures and complex elbow instability"</p>
<h4>Parking and getting in</h4>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>5.0 average across 464 reviews: Google 464. (Confirmed, read October 30, 2026.)</p>
<p>The practice is recognized for its detailed patient communication and compassionate care, especially for children. (AI guess, from 464 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough explanations of diagnoses</li>
<li>Compassionate care for pediatric patients</li>
<li>Professional and knowledgeable staff</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits past the appointment time</li>
<li>Office cleanliness concerns</li>
<li>Staff appearing hurried or unengaged</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>the good stuff about Dr. Carolina, what is it?</h4>
<h4>best orthopedic surgeon in Miami, FL</h4>
<h4>topical numbing, standard or extra</h4>
<h4>do I need to leave early to find a space</h4>
<h4>Any names worth asking for?</h4>
<h4>Busiest day here, anyone know?</h4>
<h4>Saturdays at Dr. Carolina, are they open?</h4>
<h4>never been to Dr. Carolina in Miami, how does it go?</h4>
<h4>who actually does the work here?</h4>
<h4>how rough is the follow up here?</h4>
<h4>Turning up at Dr. Carolina for the first time, what happens?</h4>
<h4>credentials of whoever treats you at Dr. Carolina?</h4>
<h4>reviews all look glowing, what are the real complaints?</h4>
<h4>going to Dr. Carolina on Saturday, what should I expect</h4>
<h4>what else is on 87th around Dr. Carolina?</h4>
<h4>anyone been to both here and OrthoMiami?</h4>
<h4>Finance options, anyone used them?</h4>
<h4>prices round here, anyone got a number</h4>
<h4>where does this place post updates</h4>
<h4>Is this place run by medical people?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 27 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Miami orthopedic surgeons run 25 to 52. Fair starts at 45, good at 65. Dr. Carolina scores 27, below the Miami average of 34. The same method scores every business on the registry.</p>
<table>
<thead><tr><th scope="col">Signal</th><th scope="col">Weight</th><th scope="col">Score</th><th scope="col">What it measures</th><th scope="col">Dr. Carolina</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>0</td><td>Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.</td><td>Poor</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>42</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td>0</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Poor</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>93</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>55</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Fair</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>84</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Good</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td>44</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Poor</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>75</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Good</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an orthopedic surgeon: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa</p>
</section>
<section id="ai-entity-map">
<h3>Entity map</h3>
<p>Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.</p>
<table>
<thead><tr><th scope="col">Entity</th><th scope="col">Type</th><th scope="col">ID on this page</th><th scope="col">Same as</th><th scope="col">Relationship to Dr. Carolina</th></tr></thead>
<tbody>
<tr><td>Dr. Carolina Orbay MD</td><td>MedicalBusiness</td><td>#business</td><td>https://www.miamiboneandjoint.com/dr-orbay-aran</td><td>Subject of this page</td></tr>
<tr><td>Miami, Florida</td><td>City</td><td>#city</td><td></td><td>City Dr. Carolina is in</td></tr>
<tr><td>Local AI Registry</td><td>Organization</td><td>#publisher</td><td>https://localairegistry.com</td><td>Publisher of this page</td></tr>
<tr><td>Steve Lee</td><td>Person</td><td>#author</td><td>https://localairegistry.com/team/steve-lee</td><td>Author of this page</td></tr>
</tbody>
</table>
</section>
<section id="ai-topical-map">
<h3>Topical map</h3>
<p>Where this page sits in the registry. It's one profile among the orthopedic surgeons in Miami, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best orthopedic surgeons in Miami: https://localairegistry.com/leaderboards/fl/miami/orthopedic-surgeon</li>
<li>Best businesses in Miami: https://localairegistry.com/leaderboards/fl/miami</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/west-palm-beach: https://localairegistry.com/leaderboards/fl/west-palm-beach</li>
<li>/boca-raton: https://localairegistry.com/leaderboards/fl/boca-raton</li>
<li>/tampa: https://localairegistry.com/leaderboards/fl/tampa</li>
<li>/coral-springs: https://localairegistry.com/leaderboards/fl/coral-springs</li>
<li>/fort-lauderdale: https://localairegistry.com/leaderboards/fl/fort-lauderdale</li>
<li>/plantation: https://localairegistry.com/leaderboards/fl/plantation</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Florida: https://localairegistry.com/leaderboards/fl</li>
</ul>
</section>
<section id="ai-references">
<h3>References</h3>
<h4>Sources cited</h4>
<ul>
<li>[1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJueLqe_3H2YgR8JR9tBB0sYU (accessed Oct 30, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</html>This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.