Local AI Registry

Eye Care Center

Florida Vision Institute

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

1751 SE Port St Lucie Blvd
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58/100
Mixed

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

Verified July 10, 2026

See where you rank

Florida Vision Institute — Port St. Lucie, Florida
Florida Vision Institute · 1751 SE Port St Lucie Blvd

What AI says about Florida.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 Port St. Lucie”

ChatGPT answered with other businesses. Florida Vision Institute was not mentioned.

Checked July 10, 2026

Perplexity

Named ✓

Asked “best ophthalmologist in Port St. Lucie”

“Completed 2 steps Treasure Coast Eye Specialists 4.8 Florida Vision Institute 4.8 St Lucie Eye 4.6 Pediatric & Family Eye Doctor 3.7 St.”

Checked July 10, 2026

Gemini

Not named

Asked “best ophthalmologist in Port St. Lucie”

Gemini answered with other businesses. Florida Vision Institute was not mentioned.

Checked July 10, 2026

Named by 1 of 3 assistants as of July 10, 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.

Florida Vision Institute is best known for its expertise in eye care, particularly in treating complex issues with a professional and friendly approach. Patients appreciate the knowledgeable staff and efficient service.

Eye Doctor in Port St. Lucie

What people keep saying.3

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

Patients at Florida Vision Institute report a welcoming and professional atmosphere, particularly praising Dr. Mangal for his compassionate approach during treatments like monthly eye injections for macular issues. Many mention minimal wait times and a clean environment, contributing to a positive overall experience.

Consistently praised

Dr. Mangal's compassionate approach
Minimal wait times
Professional and friendly staff

Recurring complaints

Difficulty reaching customer service
Long appointment scheduling wait times

The bottom line: Florida Vision Institute stands out for its skilled staff, particularly Dr. Mangal, and efficient service despite some customer service challenges.

Florida Vision Institute — Port St. Lucie, Florida
Florida Vision Institute · 1751 SE Port St Lucie Blvd

The score, explained

Why 58.4

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 71% of eye care centers in the registry.

Scanned July 10, 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.
70
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.
40
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.
94
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.
90
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
66
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

Standing

Where the entry ranks.

3rd

of 4 eye care centers in Port St. Lucie, ranked by AI Score.

See the Port St. Lucie leaderboard

Florida Vision Institute — Port St. Lucie, Florida
Florida Vision Institute · 1751 SE Port St Lucie Blvd

The facts

Address1751 SE Port St Lucie Blvd, Port St. Lucie, FL 34952, 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
Phone(772) 337-2020
Websiteflvisioninstitute.com
Map of the area around Florida Vision Institute
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Florida Vision Institute.

What are the operating hours for Florida Vision Institute?

Florida Vision Institute is open Monday through Friday from 8:00 AM to 5:00 PM, and they are closed on Saturdays and Sundays.

Does Florida Vision Institute accept reservations?

Florida Vision Institute does not require reservations for appointments.

What is Florida Vision Institute known for?

Florida Vision Institute is known for its professional staff and expertise in treating complex eye issues, providing a clean and comfortable environment for patients.

Is parking available at Florida Vision Institute?

Yes, Florida Vision Institute offers parking facilities for patients visiting the clinic.

How can I contact Florida Vision Institute?

Patients can contact Florida Vision Institute by phone at (772) 337-2020 or visit their website for more information.

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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

Hours, phone, email, booking link, socials and photos. You change them, they publish to this entry as soon as you save. Name, description, category, website, services and address need a paid plan.

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