Local AI Registry

Eye Care Center

OCLI Vision Astoria (The Mackool Eye Institute)

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

31-27 41st St
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46/100
Mixed

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

Verified July 10, 2026

See where you rank

What AI says about OCLI.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 eye care center in Astoria

ChatGPT answered with other businesses. OCLI Vision Astoria (The Mackool Eye Institute) was not mentioned.

Checked July 10, 2026

Perplexity

Not named

Asked best eye care center in Astoria

Perplexity answered with other businesses. OCLI Vision Astoria (The Mackool Eye Institute) was not mentioned.

Checked July 10, 2026

Gemini

Not named

Asked best eye care center in Astoria

Gemini answered with other businesses. OCLI Vision Astoria (The Mackool Eye Institute) was not mentioned.

Checked July 10, 2026

Named by 0 of 3 assistants as of July 10, 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.

OCLI Vision Astoria excels in providing specialized ophthalmology services, particularly in cataract removal and cornea care, with a strong reputation for skilled practitioners.

Cornea Specialists in Astoria
Ophthalmology Specialists Nearby
Oftalmologo Services in Astoria
Cataract Removal Laser Surgery

What people keep saying.3

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

Patients describe OCLI Vision Astoria as a busy yet organized eye care center, where staff members, including Dr. Mackool and Dr. Monsanto, provide attentive care. Many appreciate the thoroughness of procedures like cataract surgery, although some express frustration with long wait times and communication issues.

Consistently praised

Dr. Mackool's cataract surgery
Dr. Monsanto's skilled care
Efficient office operations

Recurring complaints

Long wait times
Poor phone communication
Rude staff interactions

The bottom line: OCLI Vision Astoria is noted for its skilled surgeons like Dr. Mackool, but struggles with patient communication and wait times.

The score, explained

Why 46.4

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.

57% of eye care centers in the registry outrank you — when AI is asked who to recommend, you're rarely the name it gives.

Scanned July 10, 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.
75
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.
42
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.
82
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.
79
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
37
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
57

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

Read the full methodology

Standing

Where the entry ranks.

1st

of 3 eye care centers in Astoria, ranked by AI Score.

See the Astoria leaderboard

01OCLI Vision Astoria (The Mackool Eye Institute)46 · 4.4 ★
02MyEyeDr.42 · 3.9 ★
03Cohen's Fashion Optical34 · 3.9 ★

The facts

Address31-27 41st St, Astoria, NY 11103, USA
Hours
Today (Mon) · 8:00 AM – 2:00 PM
  • Monday8:00 AM – 2:00 PM
  • Tuesday7:30 AM – 4:00 PM
  • Wednesday7:30 AM – 4:00 PM
  • Thursday8:00 AM – 4:00 PM
  • Friday8:00 AM – 12:30 PM
  • SaturdayClosed
  • SundayClosed
Websiteocli.net
Map of the area around OCLI Vision Astoria (The Mackool Eye Institute)
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About OCLI Vision Astoria (The Mackool Eye Institute).

What are the operating hours for OCLI Vision Astoria?

OCLI Vision Astoria operates Monday from 8:00 AM to 2:00 PM, Tuesday and Wednesday from 7:30 AM to 4:00 PM, Thursday from 8:00 AM to 4:00 PM, and Friday from 8:00 AM to 12:30 PM. They are closed on Saturday and Sunday.

Does OCLI Vision Astoria accept reservations?

OCLI Vision Astoria does not accept reservations for appointments.

What is OCLI Vision Astoria known for?

OCLI Vision Astoria is known for its professional and attentive staff, particularly in providing cataract surgery and other eye care services.

Is there parking available at OCLI Vision Astoria?

Information regarding parking availability at OCLI Vision Astoria is not specified, so it is recommended to check directly with the clinic or visit their website for more details.

What special features does OCLI Vision Astoria offer?

OCLI Vision Astoria is noted for its organized operations and the attentiveness of its staff, ensuring that patients receive clear instructions and care during their visits.

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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.

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