which one, this place or Laura L?
Question · by june_walker_downtown · Member since Jul 2026 · 109 posts · 4d4 days ago
Eye care center in Blue Ash, OH
4.9 · 236 reviewsOpen today until 5 PMOpen until 5
Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class.
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ConfirmedVisitor submittedAI guess
Updated Nov 2, 2026Last activity 3 days ago, a question from blue_ash_peach.
17 asked · 0 answered by Andrew Barfell
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What Andrew Barfell offers, what it costs, and what people come for.
No code detected[Photo 1]
No code detected[Photo 2]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 Andrew Barfell.
4.9from 236 reviews on Google
The practice is recognized for its thorough consultations and effective surgical preparations, though scheduling issues have been noted. Patients report a thorough and informative experience, particularly during consultations for LASIK and cataract surgeries. The staff is noted for their kindness and professionalism, creating a supportive environment throughout the treatment process.
The AI Score is out of 100, read from 8 signals across search and AI.
38 Blue Ash avg
Signal and how much it countsAndrew Barfell
Every business is scored the same way, and nobody can pay for a better score.
Andrew Barfell, as AI sees it. Blue signals help Andrew Barfell, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Andrew Barfell. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Blue Ash, OH · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.
Published November 2, 2026 · Updated November 2, 2026 · Machine-readable version below
Andrew Barfell, MD is an eye care center in Blue Ash, OH. Its AI Score is 45 of 100, which is fair.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 1945 CEI Dr, Blue Ash, OH 45242, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (513) 756-4790 |
| Rating | 4.9 across 236 reviews on Google |
| Updated | November 2, 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 | Name | Andrew Barfell, MD | Confirmed | Google Business Profile |
| Location info | Address | 1945 CEI Dr, Blue Ash, OH 45242, USA | Confirmed | Google Business Profile |
| Location info | Phone | (513) 756-4790 | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Description | Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class. | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Laser vision correction | Confirmed | Google Business Profile |
| Links | Website | https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/ | Confirmed | Google Business Profile |
| Links | https://facebook.com/cincinnatieyeinstitute | AI guess | Our record |
Address: 1945 CEI Dr, Blue Ash, OH 45242, USA. Phone: (513) 756-4790. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class."
4.9 average across 236 reviews: Google 236. (Confirmed, read November 2, 2026.)
The practice is recognized for its thorough consultations and effective surgical preparations, though scheduling issues have been noted. (AI guess, from 236 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Blue Ash eye care centers run 23 to 53. Fair starts at 45, good at 65. Andrew Barfell scores 45, above the Blue Ash average of 38. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Andrew Barfell |
|---|---|---|---|---|
| Retrieval grounding | 26 | 25 | 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 | 41 | 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 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | ||
| Reviews & response | 12 | 85 | 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 | 61 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 39 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery
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 Andrew Barfell |
|---|---|---|---|---|
| Andrew Barfell, MD | MedicalBusiness | #business | https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/ | Subject of this page |
| Blue Ash, Ohio | City | #city | City Andrew Barfell 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 eye care centers in Blue Ash, 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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# Andrew Barfell, MD, Blue Ash OH: Reviews Source: Local AI Registry, https://localairegistry.com/biz/oh/blue-ash/andrew-barfell-md-blue-ash-oh. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-11-02. Canonical: https://localairegistry.com/biz/oh/blue-ash/andrew-barfell-md-blue-ash-oh ## Photos -  -  ## In short Andrew Barfell, MD is an eye care center in Blue Ash, OH. Its AI Score is 45 of 100, which is fair. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Eye care center | | Address | 1945 CEI Dr, Blue Ash, OH 45242, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (513) 756-4790 | | Rating | 4.9 across 236 reviews on Google | | Updated | November 2, 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 | Name | Andrew Barfell, MD | Confirmed | Google Business Profile | | Location info | Address | 1945 CEI Dr, Blue Ash, OH 45242, USA | Confirmed | Google Business Profile | | Location info | Phone | (513) 756-4790 | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Description | Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class. | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Services | Service | Laser vision correction | Confirmed | Google Business Profile | | Links | Website | https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/ | Confirmed | Google Business Profile | | Links | Facebook | https://facebook.com/cincinnatieyeinstitute | AI guess | Our record | ## 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 Andrew Barfell Address: 1945 CEI Dr, Blue Ash, OH 45242, USA. Phone: (513) 756-4790. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class." ### 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 4.9 average across 236 reviews: Google 236. (Confirmed, read November 2, 2026.) The practice is recognized for its thorough consultations and effective surgical preparations, though scheduling issues have been noted. (AI guess, from 236 reviews.) ### What people like - Thorough consultations for LASIK - Effective cataract surgery preparation - Professional and caring staff ### What people do not like - Long waits past the appointment time - Unresponsive front desk for scheduling ### 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 ### how far out is Andrew Barfell booking right now? ### which one, this place or Laura L? ### somewhere cheaper in Blue Ash that is not a risk? ### topical numbing, standard or extra ### anything good on Cei to kill time near Andrew Barfell? ### best ophthalmologist in Blue Ash, OH ### Insurance and payment at Andrew Barfell? ### Open Saturdays here? ### is the person treating me at Andrew Barfell actually qualified for it? ### who actually does the work here? ### never been to Andrew Barfell in Blue Ash, how does it go? ### Turning up here for the first time, what happens? ### What eye care center questions is Blue Ash asking AI most? ### do they do payment plans at Andrew Barfell? ### where do I park here? ### Why do people rate Andrew Barfell? ### anyone at Andrew Barfell people keep going back to? ### quietest day to hit Andrew Barfell? ### Andrew Barfell, any chance to book in this week? ### are prices in Blue Ash higher than everywhere else ## The AI Score: 45 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Blue Ash eye care centers run 23 to 53. Fair starts at 45, good at 65. Andrew Barfell scores 45, above the Blue Ash average of 38. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Andrew Barfell | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 25 | 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 | 41 | 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 | | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | | | Reviews & response | 12 | 85 | 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 | 61 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 39 | Core Web Vitals at the 75th percentile, on a real phone. | Poor | | Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery ## 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 Andrew Barfell | | --- | --- | --- | --- | --- | | Andrew Barfell, MD | MedicalBusiness | #business | https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/ | Subject of this page | | Blue Ash, Ohio | City | #city | | City Andrew Barfell 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 eye care centers in Blue Ash, linked to the lists and towns around it. ### Lists - Best eye care centers in Blue Ash: https://localairegistry.com/leaderboards/oh/blue-ash/eye-care-center - Best businesses in Blue Ash: https://localairegistry.com/leaderboards/oh/blue-ash ### Nearby - /columbus: https://localairegistry.com/leaderboards/oh/columbus - /cleveland: https://localairegistry.com/leaderboards/oh/cleveland - /toledo: https://localairegistry.com/leaderboards/oh/toledo - /grove-city: https://localairegistry.com/leaderboards/oh/grove-city - /gahanna: https://localairegistry.com/leaderboards/oh/gahanna - /dublin: https://localairegistry.com/leaderboards/oh/dublin ### Every list - Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJHzgE-LlTQIgRFRuaDwRl5EM (accessed Nov 2, 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
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<p>Local AI Registry · Eye care centers in Blue Ash, OH · Editorial</p>
<h2>Andrew Barfell, MD, Blue Ash OH: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.</p>
<p>Published November 2, 2026 · Updated November 2, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Andrew Barfell, MD is an eye care center in Blue Ash, OH. Its AI Score is 45 of 100, which is fair.</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>Eye care center</td></tr>
<tr><td>Address</td><td>1945 CEI Dr, Blue Ash, OH 45242, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(513) 756-4790</td></tr>
<tr><td>Rating</td><td>4.9 across 236 reviews on Google</td></tr>
<tr><td>Updated</td><td>November 2, 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>Name</td><td>Andrew Barfell, MD</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Address</td><td>1945 CEI Dr, Blue Ash, OH 45242, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(513) 756-4790</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:00 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>Description</td><td>Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 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>Services</td><td>Service</td><td>Laser vision correction</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/cincinnatieyeinstitute</td><td>AI guess</td><td>Our record</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-andrew-barfell">
<h3>Visiting Andrew Barfell</h3>
<p>Address: 1945 CEI Dr, Blue Ash, OH 45242, USA. Phone: (513) 756-4790. Hours: Mon to Fri 8 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: "Dr. Barfell joins Cincinnati Eye Institute as a Cataract and Refractive Surgeon specializing in Laser Vision Correction. He completed his undergraduate degree at Cedarville University and received the prestigious President’s Trophy for the 2011 graduating class, awarded to one male and one female student who demonstrated leadership, campus involvement, and academic achievement. He then attended the University of Cincinnati College of Medicine where he participated in research involving prosthetic corneal transplants, sparking his interest in Ophthalmology. He graduated in the top quartile of his class."</p>
<h4>Parking and getting in</h4>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.9 average across 236 reviews: Google 236. (Confirmed, read November 2, 2026.)</p>
<p>The practice is recognized for its thorough consultations and effective surgical preparations, though scheduling issues have been noted. (AI guess, from 236 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough consultations for LASIK</li>
<li>Effective cataract surgery preparation</li>
<li>Professional and caring staff</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits past the appointment time</li>
<li>Unresponsive front desk for scheduling</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>how far out is Andrew Barfell booking right now?</h4>
<h4>which one, this place or Laura L?</h4>
<h4>somewhere cheaper in Blue Ash that is not a risk?</h4>
<h4>topical numbing, standard or extra</h4>
<h4>anything good on Cei to kill time near Andrew Barfell?</h4>
<h4>best ophthalmologist in Blue Ash, OH</h4>
<h4>Insurance and payment at Andrew Barfell?</h4>
<h4>Open Saturdays here?</h4>
<h4>is the person treating me at Andrew Barfell actually qualified for it?</h4>
<h4>who actually does the work here?</h4>
<h4>never been to Andrew Barfell in Blue Ash, how does it go?</h4>
<h4>Turning up here for the first time, what happens?</h4>
<h4>What eye care center questions is Blue Ash asking AI most?</h4>
<h4>do they do payment plans at Andrew Barfell?</h4>
<h4>where do I park here?</h4>
<h4>Why do people rate Andrew Barfell?</h4>
<h4>anyone at Andrew Barfell people keep going back to?</h4>
<h4>quietest day to hit Andrew Barfell?</h4>
<h4>Andrew Barfell, any chance to book in this week?</h4>
<h4>are prices in Blue Ash higher than everywhere else</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 45 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Blue Ash eye care centers run 23 to 53. Fair starts at 45, good at 65. Andrew Barfell scores 45, above the Blue Ash average of 38. 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">Andrew Barfell</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>25</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>41</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></td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td></td></tr>
<tr><td>Reviews & response</td><td>12</td><td>85</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>61</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>79</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>39</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>83</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 eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery</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 Andrew Barfell</th></tr></thead>
<tbody>
<tr><td>Andrew Barfell, MD</td><td>MedicalBusiness</td><td>#business</td><td>https://www.cincinnatieye.com/doctors/andrew-d-barfell-m-d/</td><td>Subject of this page</td></tr>
<tr><td>Blue Ash, Ohio</td><td>City</td><td>#city</td><td></td><td>City Andrew Barfell 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 eye care centers in Blue Ash, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Blue Ash: https://localairegistry.com/leaderboards/oh/blue-ash/eye-care-center</li>
<li>Best businesses in Blue Ash: https://localairegistry.com/leaderboards/oh/blue-ash</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/columbus: https://localairegistry.com/leaderboards/oh/columbus</li>
<li>/cleveland: https://localairegistry.com/leaderboards/oh/cleveland</li>
<li>/toledo: https://localairegistry.com/leaderboards/oh/toledo</li>
<li>/grove-city: https://localairegistry.com/leaderboards/oh/grove-city</li>
<li>/gahanna: https://localairegistry.com/leaderboards/oh/gahanna</li>
<li>/dublin: https://localairegistry.com/leaderboards/oh/dublin</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh</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:ChIJHzgE-LlTQIgRFRuaDwRl5EM (accessed Nov 2, 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.