Local AI Registry

Family Practice Physician

Primary Medical Physicians - Lauderhill

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

4486 N University Dr

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24/100
Weak

Strong is 80 or better. Under 40 is weak. Half of family practice physicians in the registry score 26–41.

Verified August 7, 2026

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Primary Medical Physicians - Lauderhill — Lauderhill, Florida
Primary Medical Physicians - Lauderhill · 4486 N University Dr

What AI says about Primary.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 family practice physician in Lauderhill

ChatGPT answered with other businesses. Primary Medical Physicians - Lauderhill was not mentioned.

Checked August 7, 2026

Gemini

Not named

Asked best family practice physician in Lauderhill

Gemini answered with other businesses. Primary Medical Physicians - Lauderhill was not mentioned.

Checked August 7, 2026

Named by 0 of 2 assistants as of August 7, 2026.

What people keep saying.2

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

Patients often describe a welcoming and attentive atmosphere at Primary Medical Physicians, with many highlighting the professionalism and care provided by Dr. Pedro Castellanos and Nurse Practitioner Ruth Catignas. Reviewers appreciate the efficient appointment process and the staff's commitment to addressing health concerns thoroughly.

Consistently praised

Dr. Pedro Castellanos' attentive care
Nurse Practitioner Ruth Catignas' compassion
Efficient appointment scheduling
Friendly and helpful staff

Recurring complaints

Long waits past appointment time
Unresponsive front desk staff

The bottom line: The practice is noted for its dedicated staff, particularly Dr. Castellanos and NP Catignas, who prioritize patient care and efficient service.

Primary Medical Physicians - Lauderhill — Lauderhill, Florida
Primary Medical Physicians - Lauderhill · 4486 N University Dr

The score, explained

Why 24.3

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.

90% of family practice physicians in the registry outrank you — when AI is asked who to recommend, you're almost never the answer.

Scanned August 7, 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.
41
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.
65
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.
79
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
45
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
32

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

Address4486 N University Dr, Lauderhill, FL 33351, USA
Hours
Today (Fri) · 8:30 AM – 5:00 PM
  • Monday8:30 AM – 5:00 PM
  • Tuesday8:30 AM – 5:00 PM
  • Wednesday8:30 AM – 5:00 PM
  • Thursday8:30 AM – 5:00 PM
  • Friday8:30 AM – 5:00 PM
  • SaturdayClosed
  • SundayClosed
Map of the area around Primary Medical Physicians - Lauderhill
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Questions

About Primary Medical Physicians - Lauderhill.

What are the operating hours of Primary Medical Physicians - Lauderhill?

The clinic operates Monday through Friday from 8:30 AM to 5:00 PM and is closed on Saturdays and Sundays.

Does Primary Medical Physicians - Lauderhill accept reservations?

The clinic does not accept reservations; patients are seen on a walk-in basis.

What is Primary Medical Physicians - Lauderhill known for?

The clinic is known for its attentive and compassionate care, with many patients praising the professionalism and kindness of the staff and doctors.

Is there parking available at Primary Medical Physicians - Lauderhill?

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

What special features does Primary Medical Physicians - Lauderhill offer?

The clinic is noted for its friendly staff and a welcoming environment, ensuring patients feel comfortable 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

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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