Local AI Registry

Eye Care Center

Duke Eye Center

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

2351 Erwin Rd
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72/100
Strong

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

Verified July 16, 2026

See where you rank

Duke Eye Center — Durham, North Carolina
Duke Eye Center · 2351 Erwin Rd

What AI says about Duke.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

Named ✓

Asked best eye care center in Durham

…North Carolina, these are among the strongest options based on reputation, specialty services, and patient reviews: Duke Eye Center (Best for complex eye conditions and surgery) Nationally recognized ophthalmology program. Treats cataracts, glaucoma,…

Checked July 20, 2026

Perplexity

Named ✓

Asked best eye care center in Durham

Completed 2 steps Academy Eye Associates - Durham 5.0 The Eye Center Durham 4.8 Optix Eyecare 4.7 eyecarecenter 4.6 Duke Eye Center 2.8 Optometric Eye Site 4.0 OPTIX EYE CENTER Mark S.

Checked July 20, 2026

Gemini

Named ✓

Asked best eye care center in Durham

**Duke Eye Center:** * **Why it's often considered the best for complex needs:** As part of Duke Health, it's an academic medical center known for cutting-edge research, advanced technology, and a co

Checked July 16, 2026

Named by 3 of 3 assistants as of July 20, 2026.

What people keep saying.2

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

Patients frequently report long wait times, often exceeding several hours, even for scheduled appointments. While some staff members, like Dr. Carlson, receive praise for their care, many reviews highlight frustrations with the overall patient experience, including poor communication and logistical issues.

Consistently praised

Dr. Carlson's care
Friendly staff during exams

Recurring complaints

Excessive wait times
Poor communication and logistics
Inefficient check-in process

The bottom line: Duke Eye Center is known for its specialized care but suffers from significant delays and logistical challenges that frustrate patients.

Duke Eye Center — Durham, North Carolina
Duke Eye Center · 2351 Erwin Rd

The score, explained

Why 72.3

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.

Higher than 99% of eye care centers in the registry.

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.
100
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.
100
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
65
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
69
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.
59
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
66

What’s holding this entry back: off-property attestation 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.

Duke Eye Center — Durham, North Carolina
Duke Eye Center · 2351 Erwin Rd

The facts

Address2351 Erwin Rd, Durham, NC 27705, USA
Hours
Today (Mon) · 8:00 AM – 5:00 PM
  • Monday8:00 AM – 5:00 PM
  • Tuesday8:00 AM – 5:00 PM
  • Wednesday8:00 AM – 5:00 PM
  • Thursday8:00 AM – 5:00 PM
  • Friday8:00 AM – 5:00 PM
  • SaturdayClosed
  • SundayClosed
Map of the area around Duke Eye Center
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Duke Eye Center.

What are the operating hours of Duke Eye Center?

Duke Eye Center is open Monday through Friday from 8:00 AM to 5:00 PM and is closed on Saturdays and Sundays.

Does Duke Eye Center accept reservations?

The clinic does not accept reservations; patients are seen on a first-come, first-served basis.

What is Duke Eye Center known for?

Duke Eye Center is known for providing comprehensive eye care services, although patients have reported concerns regarding long wait times and scheduling inefficiencies.

Is there parking available at Duke Eye Center?

Yes, there is parking available at Duke Eye Center, but patients should be prepared for potential delays that may increase parking costs due to extended wait times.

What special features does Duke Eye Center offer?

Duke Eye Center offers a range of eye care services, but patients have noted that the clinic's logistics and patient management could be improved for a better experience.

For business owners

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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

Hours, phone, email, booking link, socials and photos. You change them, they publish to this entry as soon as you save. Name, description, category, website, services and address need a paid plan.

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