Booking a consult at Neel R. Desai, M.D, what happens?
Question · by new_year_parent_uptown · Member since Jul 2026 · 93 posts · 7w7 weeks ago
Eye care center in Largo, FL
4.7 · 266 reviewsOpens today at 8 AMOpens today at 8 AM
Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Nov 2, 2026Last activity 1 month ago, a question from long_overdue_in_largo.
5 asked · 0 answered by Neel R. Desai, M.D
Question · by new_year_parent_uptown · Member since Jul 2026 · 93 posts · 7w7 weeks ago
Question · by largo_may · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by long_overdue_in_largo · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by careful_in_largo · Member since Sep 2026 · 1 post · 8w8 weeks ago
Question · by birthday_lurker_south · Member since Jul 2026 · 83 posts · 7w7 weeks ago
What Neel R. Desai, M.D offers, what it costs, and what people come for.
Neel R. Desai, M.D lists 24 services. These are the 13 people ask about most, with how many reviews mention each.
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Amish Country Store is a 2 minute walk for groceries. McDonald's is a 3 minute walk for fast food.
Nearby places from Google Maps, read Oct 21, 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.
What reviews, press and directories say about Neel R. Desai, M.D.
4.7from 266 reviews on Google
Dr. Desai is noted for his skills in treating dry eye, but communication and patient care consistency are areas needing improvement. Patients describe a mix of experiences with Dr. Neel R. Desai, ranging from positive interactions highlighting his thoroughness and empathy to negative encounters where they felt rushed or dismissed. While many appreciate the professionalism of the staff, some express frustration over communication issues and unexpected changes in care.
Listed on 1 of the 25 directories AI reads.
The AI Score is out of 100, read from 8 signals across search and AI.
47 Largo avg
Signal and how much it countsNeel R. Desai, M.D
Every business is scored the same way, and nobody can pay for a better score.
Neel R. Desai, M.D, as AI sees it. Blue signals help Neel R. Desai, M.D, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Neel R. Desai, M.D. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Largo, FL · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.
Published July 16, 2026 · Updated November 2, 2026 · Machine-readable version below
Neel R. Desai, M.D. is an eye care center in Largo, FL. Its AI Score is 53 of 100, which is fair.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 1225 W Bay Dr, Largo, FL 33770, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (727) 581-8706 |
| Rating | 4.7 across 266 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 | Address | 1225 W Bay Dr, Largo, FL 33770, USA | Confirmed | Google Business Profile |
| Location info | Description | Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design. | 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 | Name | Neel R. Desai, M.D. | Confirmed | Google Business Profile |
| Location info | Phone | (727) 581-8706 | 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 | Astigmatism iols | From their website | Business website |
| Services | Service | Cataract surgery | AI guess | |
| Services | Service | Cornea | From their website | Business website |
| Services | Service | Corneal abrasion | From their website | Business website |
| Services | Service | Corneal crosslinking | From their website | Business website |
| Services | Service | Corneal disease treatment | AI guess | |
| Services | Service | Corneal transplant | From their website | Business website |
| Services | Service | Diabetic eye exams | From their website | Business website |
| Services | Service | Diabetic retinopathy | From their website | Business website |
| Services | Service | Dry eye | From their website | Business website |
| Services | Service | Dry eye self test | From their website | Business website |
| Services | Service | Evo icl | From their website | Business website |
| Services | Service | Intense pulse light IPL | From their website | Business website |
| Services | Service | Laser cataract surgery | From their website | Business website |
| Services | Service | LASIK | Confirmed | Google Business Profile |
| Services | Service | Lipiflow | From their website | Business website |
| Services | Service | Macular degeneration | From their website | Business website |
| Services | Service | Macular edema | From their website | Business website |
| Services | Service | Migs | From their website | Business website |
| Services | Service | Narrow angle glaucoma | From their website | Business website |
| Services | Service | Oculoplastics | From their website | Business website |
| Services | Service | Open angle glaucoma | From their website | Business website |
| Services | Service | Slt | From their website | Business website |
| Services | Service | Strabismus | From their website | Business website |
| Services | Service | Wrinkled retina | From their website | Business website |
| Services | Service | Yag laser posterior capsulotomy | From their website | Business website |
| Links | https://www.facebook.com/eyeinstituteofwestfl | AI guess | Business website | |
| Links | Website | https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext | Confirmed | Google Business Profile |
These are the 24 services Neel R. Desai, M.D offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| Slt | From their website | |||
| Strabismus | From their website | |||
| Diabetic eye exams | From their website | |||
| Dry eye | From their website | |||
| Macular degeneration | From their website | |||
| Lipiflow | From their website | |||
| Wrinkled retina | From their website | |||
| Dry eye self test | From their website | |||
| Oculoplastics | From their website | |||
| Narrow angle glaucoma | From their website | |||
| Open angle glaucoma | From their website | |||
| Migs | From their website | |||
| Evo ICL | From their website | |||
| Intense pulse light IPL | From their website | |||
| Laser cataract surgery | From their website | |||
| YAG laser posterior capsulotomy | From their website | |||
| Cornea | From their website | |||
| Corneal abrasion | From their website | |||
| Corneal transplant | From their website | |||
| Diabetic retinopathy | From their website | |||
| Macular edema | From their website | |||
| Astigmatism iols | From their website | |||
| Corneal crosslinking | From their website | |||
| LASIK | Confirmed |
Address: 1225 W Bay Dr, Largo, FL 33770, USA. Phone: (727) 581-8706. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design."
| Place | Type | Distance |
|---|---|---|
| Amish Country Store | Grocery store | 2 min walk |
| West Bay Dr + 13th St Sw | Bus stop | 2 min walk |
| West Bay Dr + The Pinellas Trl | Bus stop | 2 min walk |
| West Bay Dr + 11th St Sw | Bus stop | 3 min walk |
| McDonald's | Fast food restaurant | 3 min walk |
| Largo Medical Center Visitor Parking Garage | Parking garage | 3 min walk |
4.7 average across 266 reviews: Google 266. (Confirmed, read July 16, 2026.)
Dr. Desai is noted for his skills in treating dry eye, but communication and patient care consistency are areas needing improvement. (AI guess, from 266 reviews.)
Listed on 1 of the 25 directories we checked.
| Directory | Listed |
|---|---|
| Alignable | Not listed |
| Brownbook | Not listed |
| Chamber of Commerce | Not listed |
| Cylex | Not listed |
| Not listed | |
| Fresha | Not listed |
| Groupon | Not listed |
| Healthgrades | Listed |
| Hotfrog | Not listed |
| Houzz | Not listed |
| Manta | Not listed |
| MapQuest | Not listed |
| NPI No. | Not listed |
| Psychology Today | Not listed |
| RateMDs | Not listed |
| RealSelf | Not listed |
| Sharecare | Not listed |
| Superpages | Not listed |
| Thumbtack | Not listed |
| Tupalo | Not listed |
| Vitals | Not listed |
| WebMD | Not listed |
| Wellness.com | Not listed |
| Yellow Pages | Not listed |
| Zocdoc | Not listed |
We ask Gemini, ChatGPT and Perplexity about Neel R. Desai, M.D. These are the answers that don’t match this page.
ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026. Perplexity, read by Local AI Registry on Jul 21, 2026. ChatGPT and Perplexity via DataForSEO on Oct 21, 2026.
| Fact | What AI says | What this page says |
|---|---|---|
| Address | ChatGPT via DataForSEO on Oct 21, 2026: 1601 E Bay Dr | 1225 W Bay Dr, Largo, FL 33770, USA |
It measures how likely AI engines are to recommend a business, and how accurately. Largo eye care centers run 25 to 70. Fair starts at 45, good at 65. Neel R. Desai, M.D scores 53, above the Largo average of 47. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Neel R. Desai, M.D |
|---|---|---|---|---|
| Retrieval grounding | 26 | 75 | 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. | Good |
| 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 | 19 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 82 | 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 | 58 | 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 | 51 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 60 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |
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 Neel R. Desai, M.D |
|---|---|---|---|---|
| Neel R. Desai, M.D. | MedicalBusiness | #business | https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext | Subject of this page |
| Largo, Florida | City | #city | City Neel R. Desai, M.D 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 Largo, 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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# Neel R. Desai, M.D., Largo FL: Reviews Source: Local AI Registry, https://localairegistry.com/biz/fl/largo/neel-r-desai-m-d-largo-fl. 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/fl/largo/neel-r-desai-m-d-largo-fl ## Photos -  -  -  -  -  ## In short Neel R. Desai, M.D. is an eye care center in Largo, FL. Its AI Score is 53 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 | 1225 W Bay Dr, Largo, FL 33770, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (727) 581-8706 | | Rating | 4.7 across 266 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 | Address | 1225 W Bay Dr, Largo, FL 33770, USA | Confirmed | Google Business Profile | | Location info | Description | Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design. | 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 | Name | Neel R. Desai, M.D. | Confirmed | Google Business Profile | | Location info | Phone | (727) 581-8706 | 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 | Astigmatism iols | From their website | Business website | | Services | Service | Cataract surgery | AI guess | | | Services | Service | Cornea | From their website | Business website | | Services | Service | Corneal abrasion | From their website | Business website | | Services | Service | Corneal crosslinking | From their website | Business website | | Services | Service | Corneal disease treatment | AI guess | | | Services | Service | Corneal transplant | From their website | Business website | | Services | Service | Diabetic eye exams | From their website | Business website | | Services | Service | Diabetic retinopathy | From their website | Business website | | Services | Service | Dry eye | From their website | Business website | | Services | Service | Dry eye self test | From their website | Business website | | Services | Service | Evo icl | From their website | Business website | | Services | Service | Intense pulse light IPL | From their website | Business website | | Services | Service | Laser cataract surgery | From their website | Business website | | Services | Service | LASIK | Confirmed | Google Business Profile | | Services | Service | Lipiflow | From their website | Business website | | Services | Service | Macular degeneration | From their website | Business website | | Services | Service | Macular edema | From their website | Business website | | Services | Service | Migs | From their website | Business website | | Services | Service | Narrow angle glaucoma | From their website | Business website | | Services | Service | Oculoplastics | From their website | Business website | | Services | Service | Open angle glaucoma | From their website | Business website | | Services | Service | Slt | From their website | Business website | | Services | Service | Strabismus | From their website | Business website | | Services | Service | Wrinkled retina | From their website | Business website | | Services | Service | Yag laser posterior capsulotomy | From their website | Business website | | Links | Facebook | https://www.facebook.com/eyeinstituteofwestfl | AI guess | Business website | | Links | Website | https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext | Confirmed | Google Business Profile | ## Services and prices These are the 24 services Neel R. Desai, M.D offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | Slt | | | | From their website | | Strabismus | | | | From their website | | Diabetic eye exams | | | | From their website | | Dry eye | | | | From their website | | Macular degeneration | | | | From their website | | Lipiflow | | | | From their website | | Wrinkled retina | | | | From their website | | Dry eye self test | | | | From their website | | Oculoplastics | | | | From their website | | Narrow angle glaucoma | | | | From their website | | Open angle glaucoma | | | | From their website | | Migs | | | | From their website | | Evo ICL | | | | From their website | | Intense pulse light IPL | | | | From their website | | Laser cataract surgery | | | | From their website | | YAG laser posterior capsulotomy | | | | From their website | | Cornea | | | | From their website | | Corneal abrasion | | | | From their website | | Corneal transplant | | | | From their website | | Diabetic retinopathy | | | | From their website | | Macular edema | | | | From their website | | Astigmatism iols | | | | From their website | | Corneal crosslinking | | | | From their website | | LASIK | | | | Confirmed | ### 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 Neel R. Desai, M.D Address: 1225 W Bay Dr, Largo, FL 33770, USA. Phone: (727) 581-8706. 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: "Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design." ### 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 ### Nearby | Place | Type | Distance | | --- | --- | --- | | Amish Country Store | Grocery store | 2 min walk | | West Bay Dr + 13th St Sw | Bus stop | 2 min walk | | West Bay Dr + The Pinellas Trl | Bus stop | 2 min walk | | West Bay Dr + 11th St Sw | Bus stop | 3 min walk | | McDonald's | Fast food restaurant | 3 min walk | | Largo Medical Center Visitor Parking Garage | Parking garage | 3 min walk | ## Reputation 4.7 average across 266 reviews: Google 266. (Confirmed, read July 16, 2026.) Dr. Desai is noted for his skills in treating dry eye, but communication and patient care consistency are areas needing improvement. (AI guess, from 266 reviews.) ### What people like - Successful dry eye procedure - Professional and friendly staff ### What people do not like - Communication problems with Dr. Desai - Rushed appointments and lack of empathy - Billing and scheduling frustrations ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Listed on 1 of the 25 directories we checked. | Directory | Listed | | --- | --- | | Alignable | Not listed | | Brownbook | Not listed | | Chamber of Commerce | Not listed | | Cylex | Not listed | | Facebook | Not listed | | Fresha | Not listed | | Groupon | Not listed | | Healthgrades | Listed | | Hotfrog | Not listed | | Houzz | Not listed | | Manta | Not listed | | MapQuest | Not listed | | NPI No. | Not listed | | Psychology Today | Not listed | | RateMDs | Not listed | | RealSelf | Not listed | | Sharecare | Not listed | | Superpages | Not listed | | Thumbtack | Not listed | | Tupalo | Not listed | | Vitals | Not listed | | WebMD | Not listed | | Wellness.com | Not listed | | Yellow Pages | Not listed | | Zocdoc | Not listed | ## Questions people ask ### worth it or not, what do the regulars say ### Booking a consult at Neel R. Desai, M.D, what happens? ### Ballpark for a visit to an eye doctor in Largo? ### bad experiences at Neel R. Desai, M.D, anyone? ### best ophthalmologist in Largo ### can I ask for numbing here without it being weird? ### anything good on Bay to kill time near Neel R. Desai, M.D? ### last update from here was when? ### what time does Neel R. Desai, M.D in Largo actually open? ### paying in instalments, is that possible here ### parking at Neel R. Desai, M.D, where does everyone put the car? ### services here, what do people go in for? ### do I need to book this place or can I just turn up? ### Is Neel R. Desai, M.D run by medical people? ### picking between the two, is The Eye Institute of West the safer bet? ### planning a Saturday visit, is that a wasted trip ### people keep recommending Neel R. Desai, M.D, what for? ## What AI gets wrong about Neel R. Desai, M.D We ask Gemini, ChatGPT and Perplexity about Neel R. Desai, M.D. These are the answers that don’t match this page. ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026. Perplexity, read by Local AI Registry on Jul 21, 2026. ChatGPT and Perplexity via DataForSEO on Oct 21, 2026. | Fact | What AI says | What this page says | | --- | --- | --- | | Address | ChatGPT via DataForSEO on Oct 21, 2026: 1601 E Bay Dr | 1225 W Bay Dr, Largo, FL 33770, USA | ## The AI Score: 53 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Largo eye care centers run 25 to 70. Fair starts at 45, good at 65. Neel R. Desai, M.D scores 53, above the Largo average of 47. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Neel R. Desai, M.D | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 75 | 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. | Good | | 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 | 19 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 82 | 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 | 58 | 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 | 51 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 60 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair | 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 Neel R. Desai, M.D | | --- | --- | --- | --- | --- | | Neel R. Desai, M.D. | MedicalBusiness | #business | https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext | Subject of this page | | Largo, Florida | City | #city | | City Neel R. Desai, M.D 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 Largo, linked to the lists and towns around it. ### Lists - Best eye care centers in Largo: https://localairegistry.com/leaderboards/fl/largo/eye-care-center - Best businesses in Largo: https://localairegistry.com/leaderboards/fl/largo ### Nearby - /miami: https://localairegistry.com/leaderboards/fl/miami - /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 ### 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:ChIJhU1H5Qz6wogRWSzviaEou3k (accessed Jul 16, 2026) - [2] eyespecialist.com, https://www.eyespecialist.com/cataracts/yag-laser-posterior-capsulotomy/ (accessed Sep 18, 2026) - [3] eyespecialist.com, https://www.eyespecialist.com/glaucoma/slt/ (accessed Sep 18, 2026) - [4] eyespecialist.com, https://www.eyespecialist.com/eye-care-resources/strabismus/ (accessed Sep 18, 2026) - [5] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/wrinkled-retina/ (accessed Sep 18, 2026) - [6] eyespecialist.com, https://www.eyespecialist.com/astigmatism-iols/ (accessed Sep 18, 2026) - [7] eyespecialist.com, https://www.eyespecialist.com/cornea/ (accessed Sep 18, 2026) - [8] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-abrasion/ (accessed Sep 18, 2026) - [9] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-crosslinking/ (accessed Sep 18, 2026) - [10] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-transplant/ (accessed Sep 18, 2026) - [11] eyespecialist.com, https://www.eyespecialist.com/diabetic-eye-exam/ (accessed Sep 18, 2026) - [12] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/diabetic-retinopathy/ (accessed Sep 18, 2026) - [13] eyespecialist.com, https://www.eyespecialist.com/dry-eye/ (accessed Sep 18, 2026) - [14] eyespecialist.com, https://www.eyespecialist.com/dry-eye/dry-eye-self-test/ (accessed Sep 18, 2026) - [15] eyespecialist.com, https://www.eyespecialist.com/evo-icl/ (accessed Sep 18, 2026) - [16] eyespecialist.com, https://www.eyespecialist.com/dry-eye/intense-pulse-light-ipl/ (accessed Sep 18, 2026) - [17] eyespecialist.com, https://www.eyespecialist.com/cataracts/laser-cataract-surgery/ (accessed Sep 18, 2026) - [18] eyespecialist.com, https://www.eyespecialist.com/dry-eye/lipiflow/ (accessed Sep 18, 2026) - [19] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/macular-degeneration/ (accessed Sep 18, 2026) - [20] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/macular-edema/ (accessed Sep 18, 2026) - [21] eyespecialist.com, https://www.eyespecialist.com/glaucoma/migs/ (accessed Sep 18, 2026) - [22] eyespecialist.com, https://www.eyespecialist.com/glaucoma/narrow-angle-glaucoma/ (accessed Sep 18, 2026) - [23] eyespecialist.com, https://www.eyespecialist.com/oculoplastics/ (accessed Sep 18, 2026) - [24] eyespecialist.com, https://www.eyespecialist.com/glaucoma/open-angle-glaucoma/ (accessed Sep 18, 2026) - [25] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026; Perplexity, read by Local AI Registry on Jul 21, 2026; ChatGPT and Perplexity via DataForSEO on Oct 21, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026) - [26] eyespecialist.com, https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext (accessed Oct 21, 2026)
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</head>
<body>
<main>
<article>
<header>
<p>Local AI Registry · Eye care centers in Largo, FL · Editorial</p>
<h2>Neel R. Desai, M.D., Largo FL: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated November 2, 2026.</p>
<p>Published July 16, 2026 · Updated November 2, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Neel R. Desai, M.D. is an eye care center in Largo, FL. Its AI Score is 53 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>1225 W Bay Dr, Largo, FL 33770, 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>(727) 581-8706</td></tr>
<tr><td>Rating</td><td>4.7 across 266 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>Address</td><td>1225 W Bay Dr, Largo, FL 33770, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design.</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>Name</td><td>Neel R. Desai, M.D.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(727) 581-8706</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>Astigmatism iols</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Cataract surgery</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Cornea</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal abrasion</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal crosslinking</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal disease treatment</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal transplant</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Diabetic eye exams</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Diabetic retinopathy</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Dry eye</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Dry eye self test</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Evo icl</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Intense pulse light IPL</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Laser cataract surgery</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>LASIK</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Lipiflow</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Macular degeneration</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Macular edema</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Migs</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Narrow angle glaucoma</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Oculoplastics</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Open angle glaucoma</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Slt</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Strabismus</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Wrinkled retina</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Yag laser posterior capsulotomy</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://www.facebook.com/eyeinstituteofwestfl</td><td>AI guess</td><td>Business website</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 24 services Neel R. Desai, M.D offers, with the price where we have one and where it came from.</p>
<table>
<thead><tr><th scope="col">Service</th><th scope="col">Price</th><th scope="col">Price mark</th><th scope="col">Price evidence</th><th scope="col">Service mark</th></tr></thead>
<tbody>
<tr><td>Slt</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Strabismus</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Diabetic eye exams</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Dry eye</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Macular degeneration</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Lipiflow</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Wrinkled retina</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Dry eye self test</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Oculoplastics</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Narrow angle glaucoma</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Open angle glaucoma</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Migs</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Evo ICL</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Intense pulse light IPL</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Laser cataract surgery</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>YAG laser posterior capsulotomy</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Cornea</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal abrasion</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal transplant</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Diabetic retinopathy</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Macular edema</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Astigmatism iols</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal crosslinking</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>LASIK</td><td></td><td></td><td></td><td>Confirmed</td></tr>
</tbody>
</table>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
</section>
<section id="ai-visiting-neel-r-desai-m-d">
<h3>Visiting Neel R. Desai, M.D</h3>
<p>Address: 1225 W Bay Dr, Largo, FL 33770, USA. Phone: (727) 581-8706. 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: "Neel R. Desai, MD is a fellowship-trained, board-certified, ophthalmologist strictly specializing in LASIK, cataract and corneal diseases of the eye. Dr. Desai is a top graduate of the Pennsylvania State University College of Medicine and completed his fellowship in cornea, cataract and refractive surgery at the Wilmer Eye Institute at Johns Hopkins University. He is recognized throughout the country and internationally as one of only 100 surgeons able to perform advanced corneal transplants and other complex cataract, corneal and refractive procedures. He holds pending patents to new surgical products and advanced cornea surgical procedures of his own design."</p>
<h4>Parking and getting in</h4>
<h4>Nearby</h4>
<table>
<thead><tr><th scope="col">Place</th><th scope="col">Type</th><th scope="col">Distance</th></tr></thead>
<tbody>
<tr><td>Amish Country Store</td><td>Grocery store</td><td>2 min walk</td></tr>
<tr><td>West Bay Dr + 13th St Sw</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>West Bay Dr + The Pinellas Trl</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>West Bay Dr + 11th St Sw</td><td>Bus stop</td><td>3 min walk</td></tr>
<tr><td>McDonald's</td><td>Fast food restaurant</td><td>3 min walk</td></tr>
<tr><td>Largo Medical Center Visitor Parking Garage</td><td>Parking garage</td><td>3 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.7 average across 266 reviews: Google 266. (Confirmed, read July 16, 2026.)</p>
<p>Dr. Desai is noted for his skills in treating dry eye, but communication and patient care consistency are areas needing improvement. (AI guess, from 266 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Successful dry eye procedure</li>
<li>Professional and friendly staff</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Communication problems with Dr. Desai</li>
<li>Rushed appointments and lack of empathy</li>
<li>Billing and scheduling frustrations</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
<p>Listed on 1 of the 25 directories we checked.</p>
<table>
<thead><tr><th scope="col">Directory</th><th scope="col">Listed</th></tr></thead>
<tbody>
<tr><td>Alignable</td><td>Not listed</td></tr>
<tr><td>Brownbook</td><td>Not listed</td></tr>
<tr><td>Chamber of Commerce</td><td>Not listed</td></tr>
<tr><td>Cylex</td><td>Not listed</td></tr>
<tr><td>Facebook</td><td>Not listed</td></tr>
<tr><td>Fresha</td><td>Not listed</td></tr>
<tr><td>Groupon</td><td>Not listed</td></tr>
<tr><td>Healthgrades</td><td>Listed</td></tr>
<tr><td>Hotfrog</td><td>Not listed</td></tr>
<tr><td>Houzz</td><td>Not listed</td></tr>
<tr><td>Manta</td><td>Not listed</td></tr>
<tr><td>MapQuest</td><td>Not listed</td></tr>
<tr><td>NPI No.</td><td>Not listed</td></tr>
<tr><td>Psychology Today</td><td>Not listed</td></tr>
<tr><td>RateMDs</td><td>Not listed</td></tr>
<tr><td>RealSelf</td><td>Not listed</td></tr>
<tr><td>Sharecare</td><td>Not listed</td></tr>
<tr><td>Superpages</td><td>Not listed</td></tr>
<tr><td>Thumbtack</td><td>Not listed</td></tr>
<tr><td>Tupalo</td><td>Not listed</td></tr>
<tr><td>Vitals</td><td>Not listed</td></tr>
<tr><td>WebMD</td><td>Not listed</td></tr>
<tr><td>Wellness.com</td><td>Not listed</td></tr>
<tr><td>Yellow Pages</td><td>Not listed</td></tr>
<tr><td>Zocdoc</td><td>Not listed</td></tr>
</tbody>
</table>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>worth it or not, what do the regulars say</h4>
<h4>Booking a consult at Neel R. Desai, M.D, what happens?</h4>
<h4>Ballpark for a visit to an eye doctor in Largo?</h4>
<h4>bad experiences at Neel R. Desai, M.D, anyone?</h4>
<h4>best ophthalmologist in Largo</h4>
<h4>can I ask for numbing here without it being weird?</h4>
<h4>anything good on Bay to kill time near Neel R. Desai, M.D?</h4>
<h4>last update from here was when?</h4>
<h4>what time does Neel R. Desai, M.D in Largo actually open?</h4>
<h4>paying in instalments, is that possible here</h4>
<h4>parking at Neel R. Desai, M.D, where does everyone put the car?</h4>
<h4>services here, what do people go in for?</h4>
<h4>do I need to book this place or can I just turn up?</h4>
<h4>Is Neel R. Desai, M.D run by medical people?</h4>
<h4>picking between the two, is The Eye Institute of West the safer bet?</h4>
<h4>planning a Saturday visit, is that a wasted trip</h4>
<h4>people keep recommending Neel R. Desai, M.D, what for?</h4>
</section>
<section id="ai-what-ai-gets-wrong">
<h3>What AI gets wrong about Neel R. Desai, M.D</h3>
<p>We ask Gemini, ChatGPT and Perplexity about Neel R. Desai, M.D. These are the answers that don’t match this page.</p>
<p>ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026. Perplexity, read by Local AI Registry on Jul 21, 2026. ChatGPT and Perplexity via DataForSEO on Oct 21, 2026.</p>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">What AI says</th><th scope="col">What this page says</th></tr></thead>
<tbody>
<tr><td>Address</td><td>ChatGPT via DataForSEO on Oct 21, 2026: 1601 E Bay Dr</td><td>1225 W Bay Dr, Largo, FL 33770, USA</td></tr>
</tbody>
</table>
</section>
<section id="ai-score">
<h3>The AI Score: 53 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Largo eye care centers run 25 to 70. Fair starts at 45, good at 65. Neel R. Desai, M.D scores 53, above the Largo average of 47. 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">Neel R. Desai, M.D</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>75</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>Good</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>19</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>82</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>58</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>51</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Fair</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>60</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Fair</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 Neel R. Desai, M.D</th></tr></thead>
<tbody>
<tr><td>Neel R. Desai, M.D.</td><td>MedicalBusiness</td><td>#business</td><td>https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext</td><td>Subject of this page</td></tr>
<tr><td>Largo, Florida</td><td>City</td><td>#city</td><td></td><td>City Neel R. Desai, M.D 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 Largo, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Largo: https://localairegistry.com/leaderboards/fl/largo/eye-care-center</li>
<li>Best businesses in Largo: https://localairegistry.com/leaderboards/fl/largo</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/miami: https://localairegistry.com/leaderboards/fl/miami</li>
<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>
</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:ChIJhU1H5Qz6wogRWSzviaEou3k (accessed Jul 16, 2026)</li>
<li>[2] eyespecialist.com, https://www.eyespecialist.com/cataracts/yag-laser-posterior-capsulotomy/ (accessed Sep 18, 2026)</li>
<li>[3] eyespecialist.com, https://www.eyespecialist.com/glaucoma/slt/ (accessed Sep 18, 2026)</li>
<li>[4] eyespecialist.com, https://www.eyespecialist.com/eye-care-resources/strabismus/ (accessed Sep 18, 2026)</li>
<li>[5] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/wrinkled-retina/ (accessed Sep 18, 2026)</li>
<li>[6] eyespecialist.com, https://www.eyespecialist.com/astigmatism-iols/ (accessed Sep 18, 2026)</li>
<li>[7] eyespecialist.com, https://www.eyespecialist.com/cornea/ (accessed Sep 18, 2026)</li>
<li>[8] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-abrasion/ (accessed Sep 18, 2026)</li>
<li>[9] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-crosslinking/ (accessed Sep 18, 2026)</li>
<li>[10] eyespecialist.com, https://www.eyespecialist.com/cornea/corneal-transplant/ (accessed Sep 18, 2026)</li>
<li>[11] eyespecialist.com, https://www.eyespecialist.com/diabetic-eye-exam/ (accessed Sep 18, 2026)</li>
<li>[12] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/diabetic-retinopathy/ (accessed Sep 18, 2026)</li>
<li>[13] eyespecialist.com, https://www.eyespecialist.com/dry-eye/ (accessed Sep 18, 2026)</li>
<li>[14] eyespecialist.com, https://www.eyespecialist.com/dry-eye/dry-eye-self-test/ (accessed Sep 18, 2026)</li>
<li>[15] eyespecialist.com, https://www.eyespecialist.com/evo-icl/ (accessed Sep 18, 2026)</li>
<li>[16] eyespecialist.com, https://www.eyespecialist.com/dry-eye/intense-pulse-light-ipl/ (accessed Sep 18, 2026)</li>
<li>[17] eyespecialist.com, https://www.eyespecialist.com/cataracts/laser-cataract-surgery/ (accessed Sep 18, 2026)</li>
<li>[18] eyespecialist.com, https://www.eyespecialist.com/dry-eye/lipiflow/ (accessed Sep 18, 2026)</li>
<li>[19] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/macular-degeneration/ (accessed Sep 18, 2026)</li>
<li>[20] eyespecialist.com, https://www.eyespecialist.com/retinal-diseases-and-treatment/macular-edema/ (accessed Sep 18, 2026)</li>
<li>[21] eyespecialist.com, https://www.eyespecialist.com/glaucoma/migs/ (accessed Sep 18, 2026)</li>
<li>[22] eyespecialist.com, https://www.eyespecialist.com/glaucoma/narrow-angle-glaucoma/ (accessed Sep 18, 2026)</li>
<li>[23] eyespecialist.com, https://www.eyespecialist.com/oculoplastics/ (accessed Sep 18, 2026)</li>
<li>[24] eyespecialist.com, https://www.eyespecialist.com/glaucoma/open-angle-glaucoma/ (accessed Sep 18, 2026)</li>
<li>[25] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 21, 2026; Perplexity, read by Local AI Registry on Jul 21, 2026; ChatGPT and Perplexity via DataForSEO on Oct 21, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)</li>
<li>[26] eyespecialist.com, https://www.eyespecialist.com/doctors/neel-desai-md/?utm_source=gmb&utm_medium=yext (accessed Oct 21, 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.