Local AI Registry

Dermatologist

Dr. W. Zoe Stitt

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

92 Montvale Ave #3000

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32/100
Poor

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

Verified August 25, 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 dermatologist in Stoneham

ChatGPT answered with other businesses. Dr. W. Zoe Stitt 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 Stoneham

Gemini answered with other businesses. Dr. W. Zoe Stitt 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 Dr. W. Zoe Stitt as a knowledgeable and compassionate dermatologist who takes the time to address their concerns thoroughly. Many appreciate her warm demeanor and the supportive atmosphere of her office, which is noted for its friendly staff. Overall, the experience feels reassuring and professional.

Consistently praised

Dr. Stitt's thoroughness in exams
Compassionate and caring approach
Knowledgeable about skin conditions

Recurring complaints

Difficulty getting urgent appointments
Unresponsive scheduling staff

The bottom line: Dr. Stitt is praised for her thoroughness and compassionate care, though scheduling can be a challenge for urgent needs.

The score, explained

Why 32.3

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.

75% 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.
39
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.
85
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

The facts

Address92 Montvale Ave #3000, Stoneham, MA 02180, USA
Map of the area around Dr. W. Zoe Stitt
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Dr. W. Zoe Stitt.

Does the clinic accept reservations?

The clinic does not accept reservations, allowing patients to walk in for their appointments.

What are the hours of operation for Dr. W. Zoe Stitt's clinic?

The clinic's hours of operation are not specified; it is recommended to contact them directly for more information.

What is Dr. W. Zoe Stitt known for?

Dr. W. Zoe Stitt is known for her thorough examinations, warm demeanor, and expertise in skin health, making patients feel comfortable and well-informed.

Is there parking available at the clinic?

Parking details are not provided; it is advisable for patients to check local resources or contact the clinic for parking options.

What special features does the clinic offer?

The clinic is recognized for its friendly and professional staff, as well as Dr. Stitt's attentive and compassionate approach to patient care.

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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.

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