Local AI Registry

Eye Care Center

Malden EyeCare Clinic LLC - West Newton

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

957 Watertown St
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21/100
Weak

Strong is 80 or better. Under 40 is weak. Half of eye care centers in the registry score 40–59.

Verified July 16, 2026

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Malden EyeCare Clinic LLC - West Newton — Newton, Massachusetts
Malden EyeCare Clinic LLC - West Newton · 957 Watertown St

What AI says about Malden.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 optometrist in Newton

ChatGPT answered with other businesses. Malden EyeCare Clinic LLC - West Newton was not mentioned.

Checked July 24, 2026

Perplexity

Not named

Asked best optometrist in Newton

Perplexity answered with other businesses. Malden EyeCare Clinic LLC - West Newton was not mentioned.

Checked July 24, 2026

Gemini

Not named

Asked best optometrist in Newton

Gemini answered with other businesses. Malden EyeCare Clinic LLC - West Newton was not mentioned.

Checked July 16, 2026

Named by 0 of 3 assistants as of July 24, 2026.

Reputation

What they’re known for.2

Drawn from live Google search results — the searches this business surfaces for when people look nearby. What its customers say is a separate read, below.

Malden EyeCare Clinic is best known for its expertise in specialized contact lenses, particularly CRT and Ortho K options, along with the knowledgeable care provided by Dr. Zhu.

Xinsheng Zhu, Optometrist

What people keep saying.3

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

Customer experiences at Malden EyeCare Clinic are mixed, with some praising Dr. Zhu for his knowledge and ability to provide accurate prescriptions, while others report rushed appointments and disorganization. The clinic's atmosphere seems to vary significantly based on individual interactions, particularly with Dr. Zhu.

Consistently praised

Dr. Zhu's knowledge and accuracy
Correct measurement of prescriptions
Good experience with Dr. Zhu

Recurring complaints

Rushed appointments
Incorrect prescriptions
Disorganized office

The bottom line: Dr. Zhu's expertise in prescriptions is noted, but many customers report issues with rushed service and disorganization.

Malden EyeCare Clinic LLC - West Newton — Newton, Massachusetts
Malden EyeCare Clinic LLC - West Newton · 957 Watertown St

The score, explained

Why 21.4

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.

100% of eye care centers in the registry outrank you — when AI is asked who to recommend, you're almost never the answer.

Scanned July 16, 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.
0
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 for the right service.
0
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
17
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
54
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
90
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
67
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
37

What’s holding this entry back: retrieval grounding and ai visibility — the signals dragging the score below where the rest of the record sits.

Read the full methodology
Malden EyeCare Clinic LLC - West Newton — Newton, Massachusetts
Malden EyeCare Clinic LLC - West Newton · 957 Watertown St

The facts

Address957 Watertown St, Newton, MA 02465, USA
Hours
Today (Mon) · Closed
  • MondayClosed
  • Tuesday2:00 – 5:00 PM
  • WednesdayClosed
  • Thursday2:00 – 5:00 PM
  • FridayClosed
  • Saturday2:00 – 5:00 PM
  • SundayClosed
Map of the area around Malden EyeCare Clinic LLC - West Newton
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Malden EyeCare Clinic LLC - West Newton.

What are the operating hours of Malden EyeCare Clinic?

The clinic operates on Tuesday and Thursday from 2:00 PM to 5:00 PM, and Saturday from 2:00 PM to 5:00 PM. The clinic is closed on Monday, Wednesday, Friday, and Sunday.

Does Malden EyeCare Clinic accept reservations?

The clinic does not accept reservations for appointments.

What is Malden EyeCare Clinic known for?

The clinic is known for providing eye examinations and prescriptions, although customer experiences have varied regarding the thoroughness of the exams.

Is there parking available at Malden EyeCare Clinic?

The clinic provides parking facilities for its patients, making it convenient for visits.

Does Malden EyeCare Clinic offer any special features?

The clinic does not offer online ordering or additional special features, focusing primarily on eye care services.

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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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