torn between Woolfson Eye Institute: Leo Zlotcavitch, MD and Georgia Eye?
Question · by may_walker_west · Member since Jul 2026 · 107 posts · 7w7 weeks ago
Eye care center in Atlanta, GA
4.9 · 178 reviewsOpens Wednesday at 8 AMOpens Wednesday at 8 AM
Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute!
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ConfirmedVisitor submittedAI guess
Updated Jul 16, 2026Last activity 1 month ago, a question from reunion_regular_west.
5 asked · 0 answered by Woolfson Eye Institute: Leo Zlotcavitch, MD
Question · by may_walker_west · Member since Jul 2026 · 107 posts · 7w7 weeks ago
Question · by mount_rue · Member since Jul 2026 · 2 posts · 8w8 weeks ago
Question · by reunion_regular_west · Member since Jul 2026 · 110 posts · 7w7 weeks ago
Question · by summer_commuter_east · Member since Jul 2026 · 66 posts · 7w7 weeks ago
Question · by atlanta_mabel · Member since Sep 2026 · 1 post · 8w8 weeks ago
What Woolfson Eye Institute: Leo Zlotcavitch, MD offers, what it costs, and what people come for.
Woolfson Eye Institute: Leo Zlotcavitch, MD lists 17 services. These are the 13 people ask about most, with how many reviews mention each.
No code detected[Photo 1]
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No code detected[Photo 4]Add role, license, training, experience and specialties so AI can say it
When it's quiet, where to park, and what's nearby.
Bless Your Cart is a restaurant a 6 minute walk for a meal. Salt + Block is a cafe a 7 minute walk for coffee. Taqueria Arandas GA #5 is a Mexican restaurant a 7 minute walk for food.
Nearby places from Google Maps, read Sep 18, 2026.
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
What reviews, press and directories say about Woolfson Eye Institute: Leo Zlotcavitch, MD.
4.9from 178 reviews on Google
Dr. Zlotcavitch is noted for his skill in cataract surgery and patient care, making Woolfson Eye Institute a recommended choice for eye surgery needs. Patients at Woolfson Eye Institute describe a supportive and professional environment, particularly praising Dr. Leo Zlotcavitch for his thoroughness and compassionate care. Many felt reassured during their procedures, such as cataract surgeries and laser treatments, with clear explanations of their options and attentive follow-up care.
The AI Score is out of 100, read from 8 signals across search and AI.
60 Atlanta avg
Signal and how much it countsWoolfson Eye Institute: Leo Zlotcavitch, MD
Every business is scored the same way, and nobody can pay for a better score.
Woolfson Eye Institute: Leo Zlotcavitch, MD, as AI sees it. Blue signals help Woolfson Eye Institute: Leo Zlotcavitch, MD, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Woolfson Eye Institute: Leo Zlotcavitch, MD. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Atlanta, GA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated July 16, 2026.
Published July 16, 2026 · Updated July 16, 2026 · Machine-readable version below
Woolfson Eye Institute is an eye care center in Atlanta, GA. Its AI Score is 51 of 100, which is fair.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (404) 256-1125 |
| Rating | 4.9 across 178 reviews on Google |
| Updated | July 16, 2026 |
Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.
| Group | Fact | Value | Mark | Evidence |
|---|---|---|---|---|
| Location info | Address | 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA | Confirmed | Google Business Profile |
| Location info | Description | Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute! | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Woolfson Eye Institute: Leo Zlotcavitch, MD | Confirmed | Google Business Profile |
| Location info | Phone | (404) 256-1125 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Bladeless lasik | From their website | Business website |
| Services | Service | Botox injections | AI guess | |
| Services | Service | Cataract surgery | Confirmed | Google Business Profile |
| Services | Service | Cloudy vision | From their website | Business website |
| Services | Service | Cornea | Confirmed | Google Business Profile |
| Services | Service | Corneal abrasions | From their website | Business website |
| Services | Service | Corneal diseases | From their website | Business website |
| Services | Service | Corneal disease treatment | AI guess | |
| Services | Service | Corneal surgery | AI guess | |
| Services | Service | Corneal surgery dsek | From their website | Business website |
| Services | Service | Corneal ulcers | From their website | Business website |
| Services | Service | Intraocular lenses iol | From their website | Business website |
| Services | Service | Intraocular lens implants | AI guess | |
| Services | Service | Lasik self test | From their website | Business website |
| Services | Service | Lens implants iolp iol | From their website | Business website |
| Services | Service | Lights camera lasik | From their website | Business website |
| Services | Service | Phakic intraocular lenses p iols | From their website | Business website |
| Services | Service | Pterygium | From their website | Business website |
| Services | Service | Puffy eyes eyebags | From their website | Business website |
| Services | Service | Refractive | Confirmed | Google Business Profile |
| Services | Service | Tired eyes | From their website | Business website |
| Team | Dr. Leo Zlotcavitch | Confirmed | Google Business Profile | |
| Links | https://facebook.com/woolfsoneye | AI guess | Our record | |
| Links | https://instagram.com/woolfsoneye | AI guess | Our record | |
| Links | Website | https://www.woolfsoneye.com/leo-zlotcavitch-md/ | Confirmed | Google Business Profile |
These are the 17 services Woolfson Eye Institute: Leo Zlotcavitch, MD offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| Cloudy vision | From their website | |||
| Corneal abrasions | From their website | |||
| LASIK self test | From their website | |||
| Corneal diseases | From their website | |||
| Bladeless LASIK | From their website | |||
| Cataract surgery | Confirmed | |||
| Corneal surgery dsek | From their website | |||
| Corneal ulcers | From their website | |||
| Intraocular lenses iol | From their website | |||
| Lens implants iolp iol | From their website | |||
| Lights camera LASIK | From their website | |||
| Phakic intraocular lenses p iols | From their website | |||
| Puffy eyes eyebags | From their website | |||
| Tired eyes | From their website | |||
| Pterygium | From their website | |||
| Refractive | Confirmed | |||
| Cornea | Confirmed |
1 person is named on this page.
| Field | Value | Mark | Evidence |
|---|
Address: 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA. Phone: (404) 256-1125. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute!"
| Place | Type | Distance |
|---|---|---|
| 755 Mt Vernon Hwy Parking | Parking lot | 4 min walk |
| Bless Your Cart | Restaurant | 6 min walk |
| Salt + Block | Cafe | 7 min walk |
| Taqueria Arandas GA #5 | Mexican restaurant | 7 min walk |
| Jimmy John's | Sandwich shop | 7 min walk |
| Inspire Brands | Corporate office | 9 min walk |
4.9 average across 178 reviews: Google 178. (Confirmed, read August 4, 2026.)
(AI guess, from 178 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Atlanta eye care centers run 45 to 70. Fair starts at 45, good at 65. Woolfson Eye Institute: Leo Zlotcavitch, MD scores 51, below the Atlanta average of 60. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Woolfson Eye Institute: Leo Zlotcavitch, MD |
|---|---|---|---|---|
| Retrieval grounding | 26 | 100 | Whether 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. | Good |
| Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 89 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 59 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 59 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 41 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery
Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.
| Entity | Type | ID on this page | Same as | Relationship to Woolfson Eye Institute: Leo Zlotcavitch, MD |
|---|---|---|---|---|
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| Dr. Leo Zlotcavitch | Person | #team-leo-zlotcavitch | ||
| Atlanta, Georgia | City | #city | City Woolfson Eye Institute: Leo Zlotcavitch, MD is in | |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |
Where this page sits in the registry. It's one profile among the eye care centers in Atlanta, linked to the lists and towns around it.
This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.
Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.
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Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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# Woolfson Eye Institute, Atlanta GA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ga/atlanta/woolfson-eye-institute-leo-zlotcavitch-md-atlanta-ga. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-07-16. Canonical: https://localairegistry.com/biz/ga/atlanta/woolfson-eye-institute-leo-zlotcavitch-md-atlanta-ga ## Photos -  -  -  -  ## In short Woolfson Eye Institute is an eye care center in Atlanta, GA. Its AI Score is 51 of 100, which is fair. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Eye care center | | Address | 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (404) 256-1125 | | Rating | 4.9 across 178 reviews on Google | | Updated | July 16, 2026 | ## All the details Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from. | Group | Fact | Value | Mark | Evidence | | --- | --- | --- | --- | --- | | Location info | Address | 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA | Confirmed | Google Business Profile | | Location info | Description | Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute! | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Name | Woolfson Eye Institute: Leo Zlotcavitch, MD | Confirmed | Google Business Profile | | Location info | Phone | (404) 256-1125 | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Services | Service | Bladeless lasik | From their website | Business website | | Services | Service | Botox injections | AI guess | | | Services | Service | Cataract surgery | Confirmed | Google Business Profile | | Services | Service | Cloudy vision | From their website | Business website | | Services | Service | Cornea | Confirmed | Google Business Profile | | Services | Service | Corneal abrasions | From their website | Business website | | Services | Service | Corneal diseases | From their website | Business website | | Services | Service | Corneal disease treatment | AI guess | | | Services | Service | Corneal surgery | AI guess | | | Services | Service | Corneal surgery dsek | From their website | Business website | | Services | Service | Corneal ulcers | From their website | Business website | | Services | Service | Intraocular lenses iol | From their website | Business website | | Services | Service | Intraocular lens implants | AI guess | | | Services | Service | Lasik self test | From their website | Business website | | Services | Service | Lens implants iolp iol | From their website | Business website | | Services | Service | Lights camera lasik | From their website | Business website | | Services | Service | Phakic intraocular lenses p iols | From their website | Business website | | Services | Service | Pterygium | From their website | Business website | | Services | Service | Puffy eyes eyebags | From their website | Business website | | Services | Service | Refractive | Confirmed | Google Business Profile | | Services | Service | Tired eyes | From their website | Business website | | Team | Dr. Leo Zlotcavitch | | Confirmed | Google Business Profile | | Links | Facebook | https://facebook.com/woolfsoneye | AI guess | Our record | | Links | Instagram | https://instagram.com/woolfsoneye | AI guess | Our record | | Links | Website | https://www.woolfsoneye.com/leo-zlotcavitch-md/ | Confirmed | Google Business Profile | ## Services and prices These are the 17 services Woolfson Eye Institute: Leo Zlotcavitch, MD offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | Cloudy vision | | | | From their website | | Corneal abrasions | | | | From their website | | LASIK self test | | | | From their website | | Corneal diseases | | | | From their website | | Bladeless LASIK | | | | From their website | | Cataract surgery | | | | Confirmed | | Corneal surgery dsek | | | | From their website | | Corneal ulcers | | | | From their website | | Intraocular lenses iol | | | | From their website | | Lens implants iolp iol | | | | From their website | | Lights camera LASIK | | | | From their website | | Phakic intraocular lenses p iols | | | | From their website | | Puffy eyes eyebags | | | | From their website | | Tired eyes | | | | From their website | | Pterygium | | | | From their website | | Refractive | | | | Confirmed | | Cornea | | | | Confirmed | ### Known for Share your review link so AI can say what you're known for ## The team 1 person is named on this page. ### Dr. Leo Zlotcavitch | Field | Value | Mark | Evidence | | --- | --- | --- | --- | ## Visiting Woolfson Eye Institute: Leo Zlotcavitch, MD Address: 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA. Phone: (404) 256-1125. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute!" ### Parking and getting in Add your parking so AI can tell people where to park Add how to find your door so AI can walk people in ### Nearby | Place | Type | Distance | | --- | --- | --- | | 755 Mt Vernon Hwy Parking | Parking lot | 4 min walk | | Bless Your Cart | Restaurant | 6 min walk | | Salt + Block | Cafe | 7 min walk | | Taqueria Arandas GA #5 | Mexican restaurant | 7 min walk | | Jimmy John's | Sandwich shop | 7 min walk | | Inspire Brands | Corporate office | 9 min walk | ## Reputation 4.9 average across 178 reviews: Google 178. (Confirmed, read August 4, 2026.) (AI guess, from 178 reviews.) ### What people like - Thorough eye examinations - Supportive and professional staff - Clear explanations of procedures - Effective follow-up care ### What people do not like - Long waits past appointment time - Doctor appeared unprepared during visits ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### anything new from Woolfson Eye Institute: Leo Zlotcavitch, MD lately? ### torn between Woolfson Eye Institute: Leo Zlotcavitch, MD and Georgia Eye? ### do I need to fill anything in beforehand ### Does this place split it over a few months? ### real doctors here, or is it beauticians ### best lasik surgeon in Atlanta ### the good stuff about this place, what is it? ### are prices in Atlanta higher than everywhere else ### is there parking at Woolfson Eye Institute: Leo Zlotcavitch, MD or is it street only? ### what time does Woolfson Eye Institute: Leo Zlotcavitch, MD in Atlanta actually open? ### Worth the hype at Woolfson Eye Institute: Leo Zlotcavitch, MD? ### services here, what do people go in for? ### numbing at Woolfson Eye Institute: Leo Zlotcavitch, MD, do you have to ask for it? ### Downsides nobody puts in a five star review? ### Saturdays at Woolfson Eye Institute: Leo Zlotcavitch, MD, are they open? ### walk in here, or is it appointment only? ### Woolfson Eye Institute: Leo Zlotcavitch, MD, any chance to book in this week? ## The AI Score: 51 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Atlanta eye care centers run 45 to 70. Fair starts at 45, good at 65. Woolfson Eye Institute: Leo Zlotcavitch, MD scores 51, below the Atlanta average of 60. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Woolfson Eye Institute: Leo Zlotcavitch, MD | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 100 | Whether 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. | Good | | Off-property attestation | 20 | 42 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 89 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good | | Backlink & citation authority | 8 | 59 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 59 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 41 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor | Full method: https://localairegistry.com/methodology How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery ## Entity map Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other. | Entity | Type | ID on this page | Same as | Relationship to Woolfson Eye Institute: Leo Zlotcavitch, MD | | --- | --- | --- | --- | --- | | Woolfson Eye Institute | MedicalBusiness | #business | https://www.woolfsoneye.com/leo-zlotcavitch-md/ | Subject of this page | | Dr. Leo Zlotcavitch | Person | #team-leo-zlotcavitch | | | | Atlanta, Georgia | City | #city | | City Woolfson Eye Institute: Leo Zlotcavitch, MD is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the eye care centers in Atlanta, linked to the lists and towns around it. ### Lists - Best eye care centers in Atlanta: https://localairegistry.com/leaderboards/ga/atlanta/eye-care-center - Best businesses in Atlanta: https://localairegistry.com/leaderboards/ga/atlanta ### Nearby - /dalton: https://localairegistry.com/leaderboards/ga/dalton ### Every list - Every leaderboard in Georgia: https://localairegistry.com/leaderboards/ga ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJXbDVLmsP9YgRMn44ZtM_Ozs (accessed Jul 16, 2026) - [2] woolfsoneye.com, https://www.woolfsoneye.com/bladeless-lasik/ (accessed Sep 18, 2026) - [3] woolfsoneye.com, https://www.woolfsoneye.com/lights-camera-lasik/ (accessed Sep 18, 2026) - [4] woolfsoneye.com, https://www.woolfsoneye.com/phakic-intraocular-lenses-p-iols/ (accessed Sep 18, 2026) - [5] woolfsoneye.com, https://www.woolfsoneye.com/pterygium/ (accessed Sep 18, 2026) - [6] woolfsoneye.com, https://www.woolfsoneye.com/surgical-procedures/ (accessed Sep 18, 2026) - [7] woolfsoneye.com, https://www.woolfsoneye.com/non-surgical-rejuvenation/ (accessed Sep 18, 2026) - [8] woolfsoneye.com, https://www.woolfsoneye.com/cataract-surgery/ (accessed Sep 18, 2026) - [9] woolfsoneye.com, https://www.woolfsoneye.com/corneal-abrasions/ (accessed Sep 18, 2026) - [10] woolfsoneye.com, https://www.woolfsoneye.com/corneal-diseases/ (accessed Sep 18, 2026) - [11] woolfsoneye.com, https://www.woolfsoneye.com/corneal-surgery-dsek/ (accessed Sep 18, 2026) - [12] woolfsoneye.com, https://www.woolfsoneye.com/corneal-ulcers/ (accessed Sep 18, 2026) - [13] woolfsoneye.com, https://www.woolfsoneye.com/intraocular-lenses-iol/ (accessed Sep 18, 2026) - [14] woolfsoneye.com, https://www.woolfsoneye.com/lasik-self-test/ (accessed Sep 18, 2026) - [15] woolfsoneye.com, https://www.woolfsoneye.com/lens-implants-iolp-iol/ (accessed Sep 18, 2026) - [16] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 4, 2026; Perplexity, read by Local AI Registry on Jul 22, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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</head>
<body>
<main>
<article>
<header>
<p>Local AI Registry · Eye care centers in Atlanta, GA · Editorial</p>
<h2>Woolfson Eye Institute, Atlanta GA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated July 16, 2026.</p>
<p>Published July 16, 2026 · Updated July 16, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Woolfson Eye Institute is an eye care center in Atlanta, GA. Its AI Score is 51 of 100, which is fair.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</p>
</section>
<section id="ai-key-facts">
<h3>Key facts</h3>
<table>
<thead><tr><th scope="col">Fact</th><th scope="col">Value</th></tr></thead>
<tbody>
<tr><td>Type</td><td>Eye care center</td></tr>
<tr><td>Address</td><td>800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(404) 256-1125</td></tr>
<tr><td>Rating</td><td>4.9 across 178 reviews on Google</td></tr>
<tr><td>Updated</td><td>July 16, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-all-the-details">
<h3>All the details</h3>
<p>Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.</p>
<table>
<thead><tr><th scope="col">Group</th><th scope="col">Fact</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
<tr><td>Location info</td><td>Address</td><td>800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute!</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Woolfson Eye Institute: Leo Zlotcavitch, MD</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(404) 256-1125</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Bladeless lasik</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Botox injections</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Cataract surgery</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Cloudy vision</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Cornea</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal abrasions</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal diseases</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal disease treatment</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal surgery</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal surgery dsek</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Corneal ulcers</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Intraocular lenses iol</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Intraocular lens implants</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Lasik self test</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Lens implants iolp iol</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Lights camera lasik</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Phakic intraocular lenses p iols</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Pterygium</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Puffy eyes eyebags</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Refractive</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Tired eyes</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Team</td><td>Dr. Leo Zlotcavitch</td><td></td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/woolfsoneye</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/woolfsoneye</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.woolfsoneye.com/leo-zlotcavitch-md/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 17 services Woolfson Eye Institute: Leo Zlotcavitch, MD offers, with the price where we have one and where it came from.</p>
<table>
<thead><tr><th scope="col">Service</th><th scope="col">Price</th><th scope="col">Price mark</th><th scope="col">Price evidence</th><th scope="col">Service mark</th></tr></thead>
<tbody>
<tr><td>Cloudy vision</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal abrasions</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>LASIK self test</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal diseases</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Bladeless LASIK</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Cataract surgery</td><td></td><td></td><td></td><td>Confirmed</td></tr>
<tr><td>Corneal surgery dsek</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Corneal ulcers</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Intraocular lenses iol</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Lens implants iolp iol</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Lights camera LASIK</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Phakic intraocular lenses p iols</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Puffy eyes eyebags</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Tired eyes</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Pterygium</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Refractive</td><td></td><td></td><td></td><td>Confirmed</td></tr>
<tr><td>Cornea</td><td></td><td></td><td></td><td>Confirmed</td></tr>
</tbody>
</table>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>1 person is named on this page.</p>
<h4>Dr. Leo Zlotcavitch</h4>
<table>
<thead><tr><th scope="col">Field</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
</tbody>
</table>
</section>
<section id="ai-visiting-woolfson-eye-institute-leo-zlotcavitch-md">
<h3>Visiting Woolfson Eye Institute: Leo Zlotcavitch, MD</h3>
<p>Address: 800 Mount Vernon Hwy NE #130, Atlanta, GA 30328, USA. Phone: (404) 256-1125. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Dr. Leo Zlotcavitch is an ophthalmologist who specializes in Cornea, Refractive and Cataract surgery. He recently served as a fellow and clinical instructor at the Bascom Palmer Eye Institute in Florida. Dr. Zlotcavitch received his Doctor of Medicine from the University of Miami. He completed his internship training at Northwell Hospital in Long Island, New York and his ophthalmology training at the University of Pittsburgh Medical Center in Pittsburgh. He then went to complete his cornea fellowship at Bascom Palmer Eye Institute, ranked #1 in the country. Call today to schedule your appointment with Dr. Zlotcavitch at Woolfson Eye Institute!"</p>
<h4>Parking and getting in</h4>
<h4>Nearby</h4>
<table>
<thead><tr><th scope="col">Place</th><th scope="col">Type</th><th scope="col">Distance</th></tr></thead>
<tbody>
<tr><td>755 Mt Vernon Hwy Parking</td><td>Parking lot</td><td>4 min walk</td></tr>
<tr><td>Bless Your Cart</td><td>Restaurant</td><td>6 min walk</td></tr>
<tr><td>Salt + Block</td><td>Cafe</td><td>7 min walk</td></tr>
<tr><td>Taqueria Arandas GA #5</td><td>Mexican restaurant</td><td>7 min walk</td></tr>
<tr><td>Jimmy John's</td><td>Sandwich shop</td><td>7 min walk</td></tr>
<tr><td>Inspire Brands</td><td>Corporate office</td><td>9 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.9 average across 178 reviews: Google 178. (Confirmed, read August 4, 2026.)</p>
<p> (AI guess, from 178 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough eye examinations</li>
<li>Supportive and professional staff</li>
<li>Clear explanations of procedures</li>
<li>Effective follow-up care</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits past appointment time</li>
<li>Doctor appeared unprepared during visits</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>anything new from Woolfson Eye Institute: Leo Zlotcavitch, MD lately?</h4>
<h4>torn between Woolfson Eye Institute: Leo Zlotcavitch, MD and Georgia Eye?</h4>
<h4>do I need to fill anything in beforehand</h4>
<h4>Does this place split it over a few months?</h4>
<h4>real doctors here, or is it beauticians</h4>
<h4>best lasik surgeon in Atlanta</h4>
<h4>the good stuff about this place, what is it?</h4>
<h4>are prices in Atlanta higher than everywhere else</h4>
<h4>is there parking at Woolfson Eye Institute: Leo Zlotcavitch, MD or is it street only?</h4>
<h4>what time does Woolfson Eye Institute: Leo Zlotcavitch, MD in Atlanta actually open?</h4>
<h4>Worth the hype at Woolfson Eye Institute: Leo Zlotcavitch, MD?</h4>
<h4>services here, what do people go in for?</h4>
<h4>numbing at Woolfson Eye Institute: Leo Zlotcavitch, MD, do you have to ask for it?</h4>
<h4>Downsides nobody puts in a five star review?</h4>
<h4>Saturdays at Woolfson Eye Institute: Leo Zlotcavitch, MD, are they open?</h4>
<h4>walk in here, or is it appointment only?</h4>
<h4>Woolfson Eye Institute: Leo Zlotcavitch, MD, any chance to book in this week?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 51 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Atlanta eye care centers run 45 to 70. Fair starts at 45, good at 65. Woolfson Eye Institute: Leo Zlotcavitch, MD scores 51, below the Atlanta average of 60. The same method scores every business on the registry.</p>
<table>
<thead><tr><th scope="col">Signal</th><th scope="col">Weight</th><th scope="col">Score</th><th scope="col">What it measures</th><th scope="col">Woolfson Eye Institute: Leo Zlotcavitch, MD</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>100</td><td>Whether 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.</td><td>Good</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>42</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td>0</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Poor</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>89</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>59</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Fair</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>84</td><td>Required and recommended fields; update cadence. The listing AI pulls from first.</td><td>Good</td></tr>
<tr><td>Speed & mobile</td><td>7</td><td>59</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Fair</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>41</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Poor</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery</p>
</section>
<section id="ai-entity-map">
<h3>Entity map</h3>
<p>Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.</p>
<table>
<thead><tr><th scope="col">Entity</th><th scope="col">Type</th><th scope="col">ID on this page</th><th scope="col">Same as</th><th scope="col">Relationship to Woolfson Eye Institute: Leo Zlotcavitch, MD</th></tr></thead>
<tbody>
<tr><td>Woolfson Eye Institute</td><td>MedicalBusiness</td><td>#business</td><td>https://www.woolfsoneye.com/leo-zlotcavitch-md/</td><td>Subject of this page</td></tr>
<tr><td>Dr. Leo Zlotcavitch</td><td>Person</td><td>#team-leo-zlotcavitch</td><td></td><td></td></tr>
<tr><td>Atlanta, Georgia</td><td>City</td><td>#city</td><td></td><td>City Woolfson Eye Institute: Leo Zlotcavitch, MD is in</td></tr>
<tr><td>Local AI Registry</td><td>Organization</td><td>#publisher</td><td>https://localairegistry.com</td><td>Publisher of this page</td></tr>
<tr><td>Steve Lee</td><td>Person</td><td>#author</td><td>https://localairegistry.com/team/steve-lee</td><td>Author of this page</td></tr>
</tbody>
</table>
</section>
<section id="ai-topical-map">
<h3>Topical map</h3>
<p>Where this page sits in the registry. It's one profile among the eye care centers in Atlanta, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Atlanta: https://localairegistry.com/leaderboards/ga/atlanta/eye-care-center</li>
<li>Best businesses in Atlanta: https://localairegistry.com/leaderboards/ga/atlanta</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/dalton: https://localairegistry.com/leaderboards/ga/dalton</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in Georgia: https://localairegistry.com/leaderboards/ga</li>
</ul>
</section>
<section id="ai-references">
<h3>References</h3>
<h4>Sources cited</h4>
<ul>
<li>[1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJXbDVLmsP9YgRMn44ZtM_Ozs (accessed Jul 16, 2026)</li>
<li>[2] woolfsoneye.com, https://www.woolfsoneye.com/bladeless-lasik/ (accessed Sep 18, 2026)</li>
<li>[3] woolfsoneye.com, https://www.woolfsoneye.com/lights-camera-lasik/ (accessed Sep 18, 2026)</li>
<li>[4] woolfsoneye.com, https://www.woolfsoneye.com/phakic-intraocular-lenses-p-iols/ (accessed Sep 18, 2026)</li>
<li>[5] woolfsoneye.com, https://www.woolfsoneye.com/pterygium/ (accessed Sep 18, 2026)</li>
<li>[6] woolfsoneye.com, https://www.woolfsoneye.com/surgical-procedures/ (accessed Sep 18, 2026)</li>
<li>[7] woolfsoneye.com, https://www.woolfsoneye.com/non-surgical-rejuvenation/ (accessed Sep 18, 2026)</li>
<li>[8] woolfsoneye.com, https://www.woolfsoneye.com/cataract-surgery/ (accessed Sep 18, 2026)</li>
<li>[9] woolfsoneye.com, https://www.woolfsoneye.com/corneal-abrasions/ (accessed Sep 18, 2026)</li>
<li>[10] woolfsoneye.com, https://www.woolfsoneye.com/corneal-diseases/ (accessed Sep 18, 2026)</li>
<li>[11] woolfsoneye.com, https://www.woolfsoneye.com/corneal-surgery-dsek/ (accessed Sep 18, 2026)</li>
<li>[12] woolfsoneye.com, https://www.woolfsoneye.com/corneal-ulcers/ (accessed Sep 18, 2026)</li>
<li>[13] woolfsoneye.com, https://www.woolfsoneye.com/intraocular-lenses-iol/ (accessed Sep 18, 2026)</li>
<li>[14] woolfsoneye.com, https://www.woolfsoneye.com/lasik-self-test/ (accessed Sep 18, 2026)</li>
<li>[15] woolfsoneye.com, https://www.woolfsoneye.com/lens-implants-iolp-iol/ (accessed Sep 18, 2026)</li>
<li>[16] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Aug 4, 2026; Perplexity, read by Local AI Registry on Jul 22, 2026, https://localairegistry.com/methodology (accessed Sep 18, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</html>This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.