Dermatologist
Linda Pham, DNP, APRN, AGNP-BC
The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.
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.
65 or better is good. 45 to 64 is fair. Under 45 is poor.
Verified August 25, 2026
What AI says about Linda.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. Linda Pham, DNP, APRN, AGNP-BC 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. Linda Pham, DNP, APRN, AGNP-BC 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 their experiences with Dr. Linda Pham as generally positive, highlighting her thoroughness and ability to explain procedures clearly. However, some reviews indicate a rushed atmosphere during appointments, leading to mixed feelings about the overall care received.
Consistently praised
Recurring complaints
The bottom line: Dr. Pham is recognized for her thorough skin assessments and clear communication, but some patients report feeling rushed during visits.
The score, explained
Why 46.3
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 54% of dermatologists in the registry.
Scanned August 25, 2026
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 methodologyStanding
Where the entry ranks.
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Questions
About Linda Pham, DNP, APRN, AGNP-BC.
Does the clinic accept reservations for appointments?
The clinic does not require reservations for appointments.
What are the hours of operation for the clinic?
The clinic's hours of operation are not currently listed.
What is the clinic known for?
The clinic is known for its knowledgeable and friendly staff, providing thorough dermatological care and clear explanations of procedures.
Is there parking available at the clinic?
Information regarding parking availability at the clinic is not provided.
What special features does the clinic offer?
The clinic is noted for its patient-centered approach, where staff treat patients with respect and take the time to answer questions thoroughly.
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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
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