Local AI Registry

Eye Care Center

Dr. David Eichenbaum, MD

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

4344 Central Ave
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26/100
Needs attention

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

Verified July 16, 2026

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Dr. David Eichenbaum, MD — St. Petersburg, Florida
Dr. David Eichenbaum, MD · 4344 Central Ave

What AI says about Dr..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 St. Petersburg

ChatGPT answered with other businesses. Dr. David Eichenbaum, MD was not mentioned.

Checked July 16, 2026

Perplexity

Not named

Asked best ophthalmologist in St. Petersburg

Perplexity answered with other businesses. Dr. David Eichenbaum, MD was not mentioned.

Checked July 23, 2026

Gemini

Not named

Asked best ophthalmologist in St. Petersburg

Gemini answered with other businesses. Dr. David Eichenbaum, MD was not mentioned.

Checked July 16, 2026

Named by 0 of 3 assistants as of July 23, 2026.

What people keep saying.2

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

Patients describe Dr. Eichenbaum as personable, attentive, and highly knowledgeable, providing thorough explanations and care for various eye conditions. The office is noted for its responsive staff and efficient appointment scheduling, especially during emergencies. However, experiences can vary, particularly with pediatric care.

Consistently praised

Thorough explanations of eye conditions
Quick appointment scheduling during emergencies
Dr. Eichenbaum's personable and attentive care

Recurring complaints

Inconsistent pediatric care experiences
Long wait times reported by some patients

The bottom line: Dr. Eichenbaum is highly recommended for his thoroughness and ability to provide hope in challenging eye health situations.

The score, explained

Why 26.3

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.

93% of eye care centers in the registry outrank you — when AI is asked who to recommend, you're almost never the answer.

Scanned July 16, 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.
0
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.
42
AI visibilityWhether ChatGPT, Gemini, Perplexity, and AI Overviews name you — and for the right service.
0
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
77
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
56
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
79
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
73
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
50

What’s holding this entry back: retrieval grounding and ai visibility — the signals dragging the score below where the rest of the record sits.

Read the full methodology

The facts

Address4344 Central Ave, St. Petersburg, FL 33711, 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 Dr. David Eichenbaum, MD
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Dr. David Eichenbaum, MD.

What are the clinic's hours of operation?

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

Does the clinic accept reservations for appointments?

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

What is Dr. Eichenbaum known for?

Dr. Eichenbaum is known for his exceptional care in ophthalmology, particularly in retina and vitreous treatments, and is highly respected in his field.

Is there parking available at the clinic?

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

What special features does the clinic offer?

The clinic is noted for its friendly and responsive staff, as well as Dr. Eichenbaum's thorough and attentive approach to patient care.

For business owners

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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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