Internist
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.
Strong is 80 or better. Under 40 is weak.
Verified August 5, 2026

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 internist in Boca Raton”
ChatGPT answered with other businesses. Monica Altman, M.D. was not mentioned.
Checked August 5, 2026
Gemini
Not named
Asked “best internist in Boca Raton”
Gemini answered with other businesses. Monica Altman, M.D. was not mentioned.
Checked August 5, 2026
Named by 0 of 2 assistants as of August 5, 2026.
Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.
Patients describe Dr. Monica Altman as knowledgeable and attentive, often highlighting her thoroughness during examinations and her ability to address concerns with compassion. However, some experiences indicate issues with appointment scheduling and follow-up communication.
Consistently praised
Recurring complaints
The bottom line: Dr. Altman is recognized for her thoroughness and responsiveness, though some patients report issues with communication and appointment management.
The score, explained
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.
56% of internists in Boca Raton outrank you — when AI is asked who to recommend, you're rarely the name it gives.
Scanned August 5, 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
The facts
Spot something wrong in this entry?
Questions
The business does not accept reservations for appointments.
The business does not currently provide specific hours of operation.
The business is known for providing compassionate and knowledgeable care, addressing patient concerns effectively and efficiently.
The business does not specify parking availability; it is advisable to check local resources for parking options near the address.
The business offers quick video visits and is recognized for its excellent service and responsiveness to patient inquiries.
For business owners
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
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