Local AI Registry

Family Practice Physician

Dr. Lauren Vigna

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

222 NY-299

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40/100
Poor

65 or better is good. 45 to 64 is fair. Under 45 is poor.

Verified August 24, 2026

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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 family practice physician in Highland

ChatGPT answered with other businesses. Dr. Lauren Vigna was not mentioned.

Checked August 24, 2026

Perplexity

No answer

We have no answer from Perplexity to show.

Gemini

Not named

Asked best family practice physician in Highland

Gemini answered with other businesses. Dr. Lauren Vigna was not mentioned.

Checked August 24, 2026

Named by 0 of 2 assistants as of August 24, 2026. We have no answer on record from 1 more.

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 Dr. Vigna as a caring and attentive physician who treats them like family. Many appreciate her willingness to coordinate services and her openness to discussing alternative treatments. However, some have reported issues with staff professionalism and organization.

Consistently praised

Dr. Vigna's compassionate care
Coordination of services
Support during recovery from addiction
Staff's helpfulness and cheerfulness

Recurring complaints

Unresponsive front desk
Long waits past appointment time
Billing issues with lab tests

The bottom line: Dr. Vigna is noted for her compassionate approach and dedication to patient care, though some patients have experienced administrative challenges.

The score, explained

Why 40.3

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.

Higher than 48% of family practice physicians in the registry.

Scanned August 24, 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.
50
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 whether they name you for the right service.
0
Reviews & responseThe star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
48
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.
74
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
72
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
77

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.

1st

of 2 family practice physicians in Highland, ranked by AI Score.

See the Highland leaderboard

The facts

Address222 NY-299, Highland, NY 12528, 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
  • FridayClosed
  • SaturdayClosed
  • SundayClosed
Map of the area around Dr. Lauren Vigna
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Dr. Lauren Vigna.

What are the hours of operation for Dr. Lauren Vigna's clinic?

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

Does Dr. Lauren Vigna's clinic accept reservations?

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

What is Dr. Lauren Vigna known for?

Dr. Vigna is known for her compassionate care and dedication to her patients, often treating them like family and providing personalized attention.

Is there parking available at Dr. Lauren Vigna's clinic?

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

What special features does Dr. Lauren Vigna's clinic offer?

The clinic is recognized for its exceptional staff, including nurse practitioners and medical assistants, who provide supportive and attentive care to patients.

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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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