Local AI Registry

Dermatologist

Lauren Alberta-Wszolek, MD

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

625 Mt Auburn St #104

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49/100
Fair

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

Verified August 25, 2026

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Lauren Alberta-Wszolek, MD — Cambridge, Massachusetts
Lauren Alberta-Wszolek, MD · 625 Mt Auburn St #104

What AI says about Lauren.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 dermatologist in Cambridge

ChatGPT answered with other businesses. Lauren Alberta-Wszolek, MD was not mentioned.

Checked August 25, 2026

Perplexity

No answer

We have no answer from Perplexity to show.

Gemini

Not named

Asked best dermatologist in Cambridge

Gemini answered with other businesses. Lauren Alberta-Wszolek, MD was not mentioned.

Checked August 25, 2026

Named by 0 of 2 assistants as of August 25, 2026. We have no answer on record from 1 more.

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.

Dr. Lauren Alberta-Wszolek is best known for her comprehensive dermatological services in Cambridge, particularly for her thorough examinations and effective treatments for skin concerns.

Dermatology in Cambridge

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 welcoming and professional atmosphere at Dr. Lauren Alberta-Wszolek's practice, where thorough examinations and clear explanations are the norm. Many appreciate her personable approach and the attention given to their specific skin concerns, including treatments for precancerous moles and aging spots.

Consistently praised

Thorough skin examinations
Effective treatment for precancerous moles
Compassionate and clear communication

Recurring complaints

Limited disclosure on treatment outcomes

The bottom line: Dr. Alberta-Wszolek is recognized for her thoroughness and compassionate care, making her a trusted choice for dermatological needs.

The score, explained

Why 49.4

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 74% of dermatologists in the registry.

Scanned August 25, 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.
100
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 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.
62
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.
79
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
48
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
68

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.

The facts

Address625 Mt Auburn St #104, Cambridge, MA 02138, USA
Hours
Today (Mon) · 7:30 AM – 4:30 PM
  • Monday7:30 AM – 4:30 PM
  • Tuesday7:30 AM – 4:30 PM
  • Wednesday7:30 AM – 4:30 PM
  • Thursday7:30 AM – 4:30 PM
  • Friday7:30 AM – 4:30 PM
  • SaturdayClosed
  • SundayClosed
Map of the area around Lauren Alberta-Wszolek, MD
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Questions

About Lauren Alberta-Wszolek, MD.

What are the clinic's hours of operation?

The clinic is open Monday through Friday from 7:30 AM to 4:30 PM and is closed on Saturdays and Sundays.

Does the clinic accept reservations?

The clinic does not accept reservations; patients are encouraged to call for availability.

What is the clinic known for?

The clinic is known for its thorough and informative dermatological care, with Dr. Lauren Alberta-Wszolek providing excellent patient experiences and effective treatments.

Is there parking available at the clinic?

The clinic is located at 625 Mt Auburn St #104 in Cambridge, where parking options are typically available nearby.

What special features does the clinic offer?

The clinic offers personalized care with a focus on patient comfort, and Dr. Alberta-Wszolek is noted for her thorough examinations and clear communication regarding treatment options.

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What AI says about you today

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Your fix list

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