Local AI Registry

Dermatologist

Dr. Jill Rebecca R. Slater-Freedberg, MD

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

57 Bedford St #211

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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 Lexington

ChatGPT answered with other businesses. Dr. Jill Rebecca R. Slater-Freedberg, 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. Jill Rebecca R. Slater-Freedberg, 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 feel welcomed and valued at Dr. Slater-Freedberg's practice, with many noting her personal touch and thoroughness. She recalls past visits and concerns, creating a comfortable atmosphere where patients can discuss their dermatological issues openly.

Consistently praised

Dr. Jill's thoroughness and efficiency
Personalized care and attention
Caring and professional office staff

Recurring complaints

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

The bottom line: Dr. Jill Slater-Freedberg stands out for her personalized approach and ability to remember patient histories.

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.
41
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.
73
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.

2nd

of 3 dermatologists in Lexington, ranked by AI Score.

See the Lexington leaderboard

The facts

Address57 Bedford St #211, Lexington, MA 02420, USA
Map of the area around Dr. Jill Rebecca R. Slater-Freedberg, MD
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Dr. Jill Rebecca R. Slater-Freedberg, MD.

Does the clinic accept reservations for appointments?

The clinic does not accept reservations for appointments.

What are the hours of operation for the clinic?

The clinic's hours of operation are not publicly listed.

What is the clinic known for?

The clinic is known for its thorough and caring approach, with Dr. Jill Slater-Freedberg being highly regarded for her attentiveness and ability to remember patient histories.

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 friendly and professional staff, as well as Dr. Slater-Freedberg's personalized care and thorough explanations during consultations.

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What AI says about you today

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