Local AI Registry

Eye Care Center

NECO Center for Eye Care - Commonwealth

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

930 Commonwealth Ave
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27/100
Needs attention

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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NECO Center for Eye Care - Commonwealth — Boston, Massachusetts
NECO Center for Eye Care - Commonwealth · 930 Commonwealth Ave

What AI says about NECO.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 Boston

ChatGPT answered with other businesses. NECO Center for Eye Care - Commonwealth was not mentioned.

Checked July 22, 2026

Perplexity

Not named

Asked best optometrist in Boston

Perplexity answered with other businesses. NECO Center for Eye Care - Commonwealth was not mentioned.

Checked July 22, 2026

Gemini

Not named

Asked best optometrist in Boston

Gemini answered with other businesses. NECO Center for Eye Care - Commonwealth was not mentioned.

Checked July 16, 2026

Named by 0 of 3 assistants as of July 22, 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.

NECO Center for Eye Care is best known for its expertise in cornea lenses, providing thorough eye exams and attentive care from knowledgeable staff.

Cornea Lenses Expertise

What people keep saying.3

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

Customers at NECO Center for Eye Care often describe their experiences as thorough and attentive, particularly highlighting the care provided by Dr. Larson and Dr. Russo. However, some reviews indicate frustrations with the facility's appointment system and the lengthy wait times due to the teaching nature of the clinic.

Consistently praised

Dr. Larson's thorough exams
Dr. Russo's attentive care
Knowledgeable and friendly staff

Recurring complaints

Unusable phone appointment system
Long wait times for appointments
Inconsistent quality of care from students

The bottom line: NECO Center for Eye Care is noted for its thorough examinations but struggles with appointment scheduling and the quality of care due to its teaching model.

NECO Center for Eye Care - Commonwealth — Boston, Massachusetts
NECO Center for Eye Care - Commonwealth · 930 Commonwealth Ave

The score, explained

Why 27.4

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.

91% 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.
90
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
60
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.
60

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

Standing

Where the entry ranks.

6th

of 6 eye care centers in Boston, ranked by AI Score.

See the Boston leaderboard

NECO Center for Eye Care - Commonwealth — Boston, Massachusetts
NECO Center for Eye Care - Commonwealth · 930 Commonwealth Ave

The facts

Address930 Commonwealth Ave, Boston, MA 02215, USA
Hours
Today (Mon) · 8:30 AM – 7:00 PM
  • Monday8:30 AM – 7:00 PM
  • Tuesday8:30 AM – 7:00 PM
  • Wednesday8:30 AM – 5:30 PM
  • Thursday8:30 AM – 7:00 PM
  • Friday8:30 AM – 4:00 PM
  • Saturday8:00 AM – 1:30 PM
  • SundayClosed
Map of the area around NECO Center for Eye Care - Commonwealth
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About NECO Center for Eye Care - Commonwealth.

What are the operating hours of NECO Center for Eye Care - Commonwealth?

The clinic operates Monday through Tuesday from 8:30 AM to 7:00 PM, Wednesday from 8:30 AM to 5:30 PM, Thursday from 8:30 AM to 7:00 PM, Friday from 8:30 AM to 4:00 PM, and Saturday from 8:00 AM to 1:30 PM. The clinic is closed on Sundays.

Does NECO Center for Eye Care - Commonwealth accept reservations?

The clinic does not accept reservations; patients can walk in for appointments.

What is NECO Center for Eye Care - Commonwealth known for?

The clinic is known for its thorough eye exams and knowledgeable, friendly staff, providing precise evaluations and personalized care.

Is there parking available at NECO Center for Eye Care - Commonwealth?

The clinic does not provide specific information about parking availability; patients are advised to check local parking options when visiting.

What special features does NECO Center for Eye Care - Commonwealth offer?

The clinic features a team of experienced optometrists and student interns who provide attentive care, although some patients have noted room conditions that could be improved.

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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

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Correct the details AI reads

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