Local AI Registry

Eye Care Center

Neel R. Desai, M.D.

The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.

1225 W Bay Dr
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57/100
Mixed

Strong is 80 or better. Under 40 is weak. Half of eye care centers in the registry score 40–59.

Verified July 21, 2026

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Neel R. Desai, M.D. — Largo, Florida
Neel R. Desai, M.D. · 1225 W Bay Dr

What AI says about Neel.1

We ask the assistants the questions customers actually ask, and record what comes back — quoted verbatim, dated, with the capture kept as evidence.

ChatGPT

Not named

Asked best ophthalmologist in Largo

ChatGPT answered with other businesses. Neel R. Desai, M.D. was not mentioned.

Checked July 16, 2026

Perplexity

Named ✓

Asked best ophthalmologist in Largo

Kyle Linsey 4.2 Neel R. Desai, M.D. 4.7 Robert J.

Checked July 21, 2026

Gemini

Not named

Asked best ophthalmologist in Largo

Gemini answered with other businesses. Neel R. Desai, M.D. was not mentioned.

Checked July 16, 2026

Named by 1 of 3 assistants as of July 21, 2026.

Reputation

What they’re known for.2

Drawn from live Google search results — the searches this business surfaces for when people look nearby. What its customers say is a separate read, below.

Dr. Neel R. Desai is best known for his expertise as an eye doctor in Largo, with a strong focus on patient interaction and thorough consultations. While he has received mixed reviews, many appreciate his attentive approach and the quality of care provided.

Eye Doctor in Largo

What people keep saying.3

Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.

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.

Consistently praised

Dr. Desai's thoroughness and patience
Successful dry eye procedure
Professional and friendly staff

Recurring complaints

Communication problems with Dr. Desai
Rushed appointments and lack of empathy
Billing and scheduling frustrations

The bottom line: Dr. Desai is noted for his skills in treating dry eye, but communication and patient care consistency are areas needing improvement.

Neel R. Desai, M.D. — Largo, Florida
Neel R. Desai, M.D. · 1225 W Bay Dr

The score, explained

Why 57.4

Eight signals make up the AI Score. Weight is how much a signal counts; the score is how this entry measures on it. The same method for every business — never for sale.

Higher than 67% of eye care centers in the registry.

Scanned July 21, 2026

SignalScore /100
Retrieval groundingWhether 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.
75
Off-property attestationVolume and consistency of what others say about you — YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.
41
AI visibilityWhether ChatGPT, Gemini, Perplexity, and AI Overviews name you — and for the right service.
33
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
82
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
58
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
84
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
51
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
60

What’s holding this entry back: off-property attestation and ai visibility — the signals dragging the score below where the rest of the record sits.

Read the full methodology
Neel R. Desai, M.D. — Largo, Florida
Neel R. Desai, M.D. · 1225 W Bay Dr

The facts

Address1225 W Bay Dr, Largo, FL 33770, USA
Hours
Today (Mon) · 8:00 AM – 5:00 PM
  • Monday8:00 AM – 5:00 PM
  • Tuesday8:00 AM – 5:00 PM
  • Wednesday8:00 AM – 5:00 PM
  • Thursday8:00 AM – 5:00 PM
  • Friday8:00 AM – 5:00 PM
  • SaturdayClosed
  • SundayClosed
Map of the area around Neel R. Desai, M.D.
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Neel R. Desai, M.D..

What are the operating hours of Neel R. Desai, M.D.?

The clinic operates Monday through Friday from 8:00 AM to 5:00 PM and is closed on Saturdays and Sundays.

Does Neel R. Desai, M.D. accept reservations for appointments?

The clinic does not accept reservations; patients are encouraged to walk in or call to schedule an appointment.

What is Neel R. Desai, M.D. known for?

The clinic is known for its professional and empathetic care, particularly in procedures related to dry eye and cataract surgeries.

Is there parking available at Neel R. Desai, M.D.?

Yes, there is parking available at the clinic for patients visiting for their appointments.

What special features does Neel R. Desai, M.D. offer?

The clinic is noted for its well-organized facility and efficient staff, providing a positive experience for patients during their visits.

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What AI says about you today

The answer ChatGPT and Perplexity give when someone asks for the best in your category and city. Named, or left out.

Your fix list

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Correct the details AI reads

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