Local AI Registry

Eye Care Center

Pearle Vision

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

1050 Sunrise Hwy
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43/100
Needs attention

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

Verified July 17, 2026

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Pearle Vision — Massapequa, New York
Pearle Vision · 1050 Sunrise Hwy

What AI says about Pearle.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 Massapequa

ChatGPT answered with other businesses. Pearle Vision was not mentioned.

Checked July 16, 2026

Perplexity

Named ✓

Asked best optometrist in Massapequa

Seth Speiser (Pearle Vision) Location: 1050 Sunrise Hwy, Massapequa, NY 11758 eyedoctors.pearlevision Rating: 4.9/5 (432 reviews) eyedoctors.pearlevision Highlights: Patients consistently praise Dr.

Checked July 17, 2026

Gemini

Not named

Asked best optometrist in Massapequa

Gemini answered with other businesses. Pearle Vision was not mentioned.

Checked July 16, 2026

Named by 1 of 3 assistants as of July 17, 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.

Pearle Vision in Massapequa is best known for its affordable eye exams and transparent pricing on eye care services, making it a popular choice for budget-conscious customers.

Affordable Eye Exams
Eye Sight Test Costs
Eye Prescription Services
Comprehensive Eye Examinations
Transparent Eye Checkup Costs

What people keep saying.3

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

Customers appreciate the attentive service and expertise of Dr. Seth Speiser, who is noted for his humor and thoroughness during eye exams. However, there are mixed experiences with staff interactions, particularly regarding customer service and appointment management, leading to frustration for some visitors.

Consistently praised

Dr. Seth Speiser's thorough eye exams
Rosa's exceptional customer service
Quick repair service for glasses

Recurring complaints

Inconsistent availability of the doctor
Poor customer service from some staff
Delayed glasses readiness and lack of communication

The bottom line: Dr. Seth Speiser's expertise and humor stand out, but inconsistent service and staff attitudes may affect the overall experience.

Pearle Vision — Massapequa, New York
Pearle Vision · 1050 Sunrise Hwy

The score, explained

Why 43.4

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.

64% 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 17, 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.
25
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 for the right service.
33
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
76
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
65
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
84
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
53
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
59

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.

4th

of 4 eye care centers in Massapequa, ranked by AI Score.

See the Massapequa leaderboard

Pearle Vision — Massapequa, New York
Pearle Vision · 1050 Sunrise Hwy

The facts

Address1050 Sunrise Hwy, Massapequa, NY 11758, USA
Hours
Today (Mon) · 10:00 AM – 7:00 PM
  • Monday10:00 AM – 7:00 PM
  • Tuesday10:00 AM – 7:00 PM
  • Wednesday10:00 AM – 6:00 PM
  • Thursday10:00 AM – 7:00 PM
  • Friday10:00 AM – 6:00 PM
  • Saturday10:00 AM – 5:00 PM
  • Sunday11:00 AM – 5:00 PM
Map of the area around Pearle Vision
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Pearle Vision.

What are the operating hours of Pearle Vision in Massapequa?

The clinic is open Monday to Tuesday from 10:00 AM to 7:00 PM, Wednesday and Friday from 10:00 AM to 6:00 PM, Thursday from 10:00 AM to 7:00 PM, Saturday from 10:00 AM to 5:00 PM, and Sunday from 11:00 AM to 5:00 PM.

Does Pearle Vision in Massapequa accept reservations?

The clinic does not accept reservations; they operate on a walk-in basis for most services.

What is Pearle Vision in Massapequa known for?

The clinic is known for its attentive and helpful staff, as well as providing professional and expedient service for eye care needs.

Is there parking available at Pearle Vision in Massapequa?

Yes, there is parking available at the clinic's location for customers visiting the store.

What special features does Pearle Vision in Massapequa offer?

The clinic offers a range of eye care services, including vision tests and glasses fittings, with a focus on customer service and personalized recommendations.

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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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