Local AI Registry

Eye Care Center

TAMPA EYE CLINIC AND ASSOCIATES

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

3000 W M.L.K. Jr Blvd
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53/100
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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TAMPA EYE CLINIC AND ASSOCIATES — Tampa, Florida
TAMPA EYE CLINIC AND ASSOCIATES · 3000 W M.L.K. Jr Blvd

What AI says about TAMPA.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 ophthalmology clinic in Tampa

ChatGPT answered with other businesses. TAMPA EYE CLINIC AND ASSOCIATES was not mentioned.

Checked July 16, 2026

Perplexity

Named ✓

Asked best ophthalmology clinic in Tampa

Completed 2 steps TAMPA EYE CLINIC AND ASSOCIATES 4.7 Florida Eye Specialists & Cataract Institute - South Tampa 4.8 The Eye Institute of West Florida 4.6 Newsom Eye - South Tampa 4.5 Tampa Eye and Specialty Surgery Center

Checked July 21, 2026

Gemini

Not named

Asked best ophthalmology clinic in Tampa

Gemini answered with other businesses. TAMPA EYE CLINIC AND ASSOCIATES 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.

Tampa Eye Clinic and Associates excels in providing specialized ophthalmology services, particularly through the expertise of Dr. Munger and Selina Lin. They are recognized for thorough eye exams and effective treatment options.

Dr. Munger's Expertise
Selina Lin's Reputation
Optical Shop Offerings
Experienced Ophthalmologists

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 thorough and compassionate care from doctors like Dr. Z and Dr. Leach, who provide detailed explanations and follow-up. However, many express frustration over long wait times, sometimes exceeding two hours, which detracts from their overall experience.

Consistently praised

Dr. Z's thoroughness and compassion
Dr. Leach's cataract surgery expertise
Dr. Munger for eyelid surgery
Efficient staff interactions
Prompt attention to urgent issues

Recurring complaints

Excessive wait times for appointments
Communication issues regarding appointment changes
Concerns about billing for necessary tests
Loss of long-time glaucoma specialists

The bottom line: Tampa Eye Clinic is known for its skilled doctors but struggles with long wait times and communication issues.

TAMPA EYE CLINIC AND ASSOCIATES — Tampa, Florida
TAMPA EYE CLINIC AND ASSOCIATES · 3000 W M.L.K. Jr Blvd

The score, explained

Why 53.4

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 60% 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.
53
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.
84
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
57
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.
60
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
59

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
TAMPA EYE CLINIC AND ASSOCIATES — Tampa, Florida
TAMPA EYE CLINIC AND ASSOCIATES · 3000 W M.L.K. Jr Blvd

The facts

Address3000 W M.L.K. Jr Blvd, Tampa, FL 33607, USA
Hours
Today (Mon) · 7:30 AM – 5:00 PM
  • Monday7:30 AM – 5:00 PM
  • Tuesday7:30 AM – 5:00 PM
  • Wednesday7:30 AM – 5:00 PM
  • Thursday7:30 AM – 5:00 PM
  • Friday7:30 AM – 5:00 PM
  • SaturdayClosed
  • SundayClosed

Typically busiest — Tuesday

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Map of the area around TAMPA EYE CLINIC AND ASSOCIATES
Open in Google Maps ↗© Mapbox © OpenStreetMap

Spot something wrong in this entry?

Questions

About TAMPA EYE CLINIC AND ASSOCIATES.

What are the operating hours of Tampa Eye Clinic and Associates?

The clinic operates Monday through Friday from 7:30 AM to 5:00 PM and is closed on Saturdays and Sundays.

Does Tampa Eye Clinic and Associates require reservations for appointments?

The clinic does not require reservations for appointments, allowing patients to walk in as needed.

What is Tampa Eye Clinic and Associates known for?

The clinic is known for its thorough eye examinations and excellent patient care, with highly recommended physicians specializing in various ophthalmological treatments.

Is there parking available at Tampa Eye Clinic and Associates?

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

What special features does Tampa Eye Clinic and Associates offer?

The clinic offers comprehensive eye care services, including cataract surgery and eyelid surgery, with a focus on patient education and follow-up care.

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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

Every problem we found, one row at a time, each with the written steps to do it yourself and an honest estimate of how long it takes. Tick them off as you go.

Correct the details AI reads

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