Local AI Registry

Dermatologist

Dr. Lisa E. Arbesfeld, MD

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

57 Bedford St Ste 201

Ask them a question

Is this your business? Register it free

Free, no card. You get your fix list: every problem we found on this entry, the written steps to fix each one yourself, and how long each takes.

31/100
Poor

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

Verified August 25, 2026

See where you rank

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 dermatologist in Lexington

ChatGPT answered with other businesses. Dr. Lisa E. Arbesfeld, 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 Lexington

Gemini answered with other businesses. Dr. Lisa E. Arbesfeld, 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.

What people keep saying.2

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

Patients describe a welcoming and attentive atmosphere at Dr. Lisa E. Arbesfeld's practice, where they feel genuinely cared for. Dr. Arbesfeld is noted for her extensive knowledge of skin diseases and her ability to listen to patient concerns, making for a reassuring experience.

Consistently praised

Dr. Arbesfeld's knowledge of skin diseases
Respectful and quick staff interactions
Feeling taken care of and listened to

Recurring complaints

None found — we read the lowest-rated reviews too, and no complaint repeats.

The bottom line: Dr. Arbesfeld stands out for her exceptional knowledge and patient-centered care in dermatology.

The score, explained

Why 31.3

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.

77% of dermatologists in the registry score higher.

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.
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 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.
70
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
55
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.

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 3 dermatologists in Lexington, ranked by AI Score.

See the Lexington leaderboard

The facts

Address57 Bedford St Ste 201, Lexington, MA 02420, USA
Map of the area around Dr. Lisa E. Arbesfeld, MD
Open in Google Maps ↗© Mapbox © OpenStreetMap

Spot something wrong in this entry?

Questions

About Dr. Lisa E. Arbesfeld, MD.

Does the clinic accept reservations for appointments?

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

What are the operating hours of the clinic?

The clinic's hours are not specified, so it is recommended to contact them directly for more information.

What is the clinic known for?

The clinic is known for its knowledgeable staff and exceptional care in treating various skin diseases.

Is there parking available at the clinic?

Information regarding parking availability is not provided, so patients may want to inquire directly with the clinic.

What special features does the clinic offer?

The clinic is praised for its respectful and quick service, as well as the pleasant demeanor of its staff.

Ask them

Still have a question?

Hours, prices, whether they take your insurance — ask it here. A person at the registry reads every question that comes in.

A person at the registry reads every question. We cannot promise you an answer — Dr. Lisa E. Arbesfeld, MD may not be registered with us, and we never answer for a business. Your email is only ever used to come back to you about this.

For business owners

Is this your entry? Here’s what registering gets you.

Registering is free and takes about thirty seconds. No card. We verify by phone.

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.

Fifteen minutes with a person

Book a call and walk your fix list through with someone who moves these numbers for a living. No obligation.

Every local business has an entry.

Look up another business
Agent view