Local AI Registry
Not claimed yetEye care center · Fullerton

Sean D. Adrean, M.D

Sean D. Adrean, M.D, Fullerton, California[Photo 1]

4.9 · 255 reviews

Eligible to offer 20% cashback to customers who shop here.OrbitBack

26AI ScoreNamed in 1 of 15 answersChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026.

ConfirmedVisitorAI guess

301 W Bastanchury Rd #285, Fullerton, CA 92835

Owned by no one, yet

Unclaimed · Never replied

Is this you? Claim it

AI checked this page on Oct 19, 2026Last activity 9 days ago, a question from hopeful_hazel.

Answers marked AI. Summaries of reviews and the record. Not medical advice.

Services

What Sean D offers, what it costs, and what people come for.

Known for

None of the 5 reviews we've read names a service yet.

The menu

Services not read yet, back on Scan Day.

No code detected[Photo 1]

Team

Who you'll see, and whether their licenses check out. We check the license before a new person shows as confirmed.

No one is named here yet. The owner can add who works here.

TodayNothing found
ParkingNothing found

Busy times

Not read yet

Reputation

What reviews, press and directories say about Sean D.

4.9from 255 reviews on Google

The practice is noted for effective treatments but struggles with lengthy wait times and crowded conditions. Patients describe a generally supportive atmosphere, especially during treatments like eye injections and Valeda procedures. However, long wait times and crowded waiting areas are common concerns, impacting the overall experience.

  • 596%
  • 40%
  • 34%
  • 20%
  • 10%
Would go back96%96% of reviews give the visit 4 or 5 stars. We assume a good visit means they'd go back.Positive 96%, 4 or 5 stars · Neutral 4%, 3 stars · Negative 0%, 1 or 2 stars
The good
  • Valeda treatments
  • Eye injections
  • Thorough examinations
The bad
  • Long waits past the appointment time
  • Crowded waiting areas
  • Inconsistent cleanliness practices

Press and awards

Add press AI can read
In the pressNot read yet
Not covered yetNot checked yet
AwardsNot read yet
DirectoryListedMatches their site
WebMDListedNot checked yet
+2222 more directories AI readsMissingNot checked yet

No updates from Sean D yet.

What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Sean D. The code version is exactly what their crawlers get.

Local AI Registry · Eye care centers in Fullerton, CA · Editorial

Sean D. Adrean, M.D, Fullerton: an eye care center in Fullerton (2026 guide)

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.

Fact-checked against 2 sources · Published October 14, 2026 · Updated October 19, 2026 · Machine-readable version below

Owner review: not yet. Sean D. Adrean, M.D has not checked this page. Claim to review it

In short

Sean D. Adrean, M.D is an eye care center in Fullerton, CA. Its AI Score is 26 of 100, which is poor.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like Gemini and ChatGPT are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.

Key facts

FactValue
TypeEye care center
Address301 W Bastanchury Rd #285, Fullerton, CA 92835, USA
HoursNothing found
Phone(714) 738-4620
Medical directorNothing found
Rating4.9 across 255 reviews on Google
Known forNothing found
PricesNothing found
Quietest timeNothing found
ParkingNothing found
Last verifiedOctober 19, 2026, 6:14 PM

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.

GroupFactValueMarkEvidence
Location infoAddress301 W Bastanchury Rd #285, Fullerton, CA 92835, USAConfirmedGoogle Business Profile, checked Oct 14, 2026
Location infoDescription301 W Bastanchury Rd #285, Fullerton, CA 92835ConfirmedGoogle Business Profile, checked Oct 14, 2026
Location infoNameSean D. Adrean, M.DConfirmedGoogle Business Profile, checked Oct 14, 2026
Location infoPhone(714) 738-4620ConfirmedGoogle Business Profile, checked Oct 14, 2026
ServicesServiceEye examsAI guessNothing found
ServicesServiceRetina treatmentAI guessNothing found
LinksWebsitehttps://retinamdoc.com/ConfirmedGoogle Business Profile, checked Oct 14, 2026

Services and prices

Services not read yet, back on Scan Day.

Known for

None of the 5 reviews we've read names a service yet.

The team

Nothing found

Visiting Sean D

Address: 301 W Bastanchury Rd #285, Fullerton, CA 92835, USA. Phone: (714) 738-4620. (Confirmed, Google Business Profile, checked October 14, 2026 at 10:22 PM.)

Location info from Google Business Profile

Business description, written by Sean D on its Google Business Profile: "301 W Bastanchury Rd #285, Fullerton, CA 92835"

When to go

Busy times not read yet, back on Scan Day.

Parking and getting in

Nothing found

Nearby

PlaceTypeDistance
Laguna Road School ParkPark2 min walk
SP+ ParkingParking garage2 min walk
AirGarageParking lot2 min walk
floe Matcha & Bingsoo - FullertonCafe2 min walk
Coffee Up Roastery | FULLERTONCoffee shop2 min walk
Juanita Cooke TrailHiking area2 min walk

Reputation

4.9 average across 255 reviews: Google 25. (Confirmed, read October 14, 2026.)

The practice is noted for effective treatments but struggles with lengthy wait times and crowded conditions. (AI guess, from 255 reviews.)

What people like

  • Valeda treatments
  • Eye injections
  • Thorough examinations

What people do not like

  • Long waits past the appointment time
  • Crowded waiting areas
  • Inconsistent cleanliness practices

Press

No press story about Sean D found yet.

Awards

None named yet.

Directories

Listed on 1 of the 29 directories we checked.

DirectoryListed
AngiNot listed
Apple MapsNot listed
BBBNot listed
BirdeyeNot listed
BooksyNot listed
Chamber of CommerceNot listed
CylexNot listed
DexKnowsNot listed
FacebookNot listed
FreshaNot listed
GrouponNot listed
HealthgradesNot listed
HotfrogNot listed
MapQuestNot listed
MerchantCircleNot listed
NextdoorNot listed
PorchNot listed
Psychology TodayNot listed
RateMDsNot listed
RealSelfNot listed
SharecareNot listed
SuperpagesNot listed
ThumbtackNot listed
TrustpilotNot listed
TupaloNot listed
VagaroNot listed
VitalsNot listed
WebMDListed
YelpNot listed

Recent updates from Sean D

Sean D hasn't posted an update here yet.

Questions people ask

do they do payment plans here?

No answer yet

medical staff here, or is it techs?

No answer yet

Coffee near this place on Bastanchury?

No answer yet

Is numbing included at Sean D or is it extra?

No answer yet

Downsides nobody puts in a five star review?

No answer yet

does Sean D ever have cancellations

No answer yet

weekends at Sean D, are they open?

No answer yet

Ballpark for a visit to an eye doctor in Fullerton?

No answer yet

cheaper than Sean D in Fullerton without it being sketchy?

No answer yet

last update from here was when?

No answer yet

how do I reach this place to sort something out?

No answer yet

Turning up here for the first time, what happens?

No answer yet

never been to Sean D in Fullerton, how does it go?

No answer yet

address for Sean D, anyone have it?

No answer yet

recovery after Sean D, what do people actually say?

No answer yet

Busiest day at Sean D, anyone know?

No answer yet

Why do people rate Sean D?

No answer yet

best ophthalmologist in Fullerton, CA

No answer yet

parking here, how bad is it?

No answer yet

anything I should sort out before a consult at Sean D?

No answer yet

What AI gets wrong about Sean D

We ask Gemini and ChatGPT about Sean D. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026.

No capture has disagreed with the record yet.

The AI Score: 26 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Fullerton eye care centers run 24 to 64. Fair starts at 45, good at 65. Sean D scores 26, below the Fullerton average of 35. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresSean D
Retrieval grounding260Whether 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.Poor
Off-property attestation2041Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility147Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Named in 1 of 15 answers that recommended anyone. 5 more named nobody, which is not a loss and is not scored.
Reviews & response1284The 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 authority856Domain authority and editorial quality of the sources that attest to you.Fair
Google Business Profile867Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile756Core Web Vitals at the 75th percentile, on a real phone.Fair
Content freshness & schema5100Crawl recency, intent alignment, valid JSON-LD, canonicals.Good

Full method: https://localairegistry.com/methodology

How AI decides what to tell you about an eye care center

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."

How to choose an eye care center in California, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

  • Look up every injector. Doctors are listed by the California medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
  • Ask who does the injections, and check that person's license.
  • Ask for the price per unit of Botox and per syringe of filler, not per area.
  • Read reviews that name a provider and a treatment. Vague praise is easy to fake.
  • Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
  • Ask whether they dissolve filler and when they would tell you not to add more.

How to read the marks on this page

  • Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
  • Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
  • AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.

About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

  • Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
  • Industry: medical aesthetics, injectables, med spa operations and marketing.
  • Disclosure: Local AI Registry sells services to business owners, including Sean D if it claims this page. That does not change what this page says. Every fact carries its source.

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.

EntityTypeID on this pageSame asRelationship to Sean D
Sean D. Adrean, M.DMedicalBusiness#businesshttps://retinamdoc.com/Subject of this page
Fullerton, CaliforniaCity#cityNothing foundCity Sean D is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/teamAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the eye care centers in Fullerton, linked to the lists and towns around it.

Lists

  • Best eye care centers in Fullerton: https://localairegistry.com/leaderboards/ca/fullerton/eye-care-center
  • Best businesses in Fullerton: https://localairegistry.com/leaderboards/ca/fullerton

Nearby

  • /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
  • /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco
  • /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
  • /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
  • /irvine: https://localairegistry.com/leaderboards/ca/irvine
  • /fresno: https://localairegistry.com/leaderboards/ca/fresno

Every list

  • Every leaderboard in California: https://localairegistry.com/leaderboards/ca

Frequently asked questions

What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.

What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.

Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.

I own Sean D. Adrean, M.D. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.

References

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJJRqrDnwq3YARZzsaEE06G34 (accessed Oct 14, 2026)
  • [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026, https://localairegistry.com/methodology (accessed Oct 19, 2026)

The code behind this page

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.

1. HTTP response headers

Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.

HTTP/2 200
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link: <https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca>; rel="canonical", <https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"

2. Head tags

Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.

<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta property="og:title" content="Sean D. Adrean, M.D · AI Score 26 of 100 · Poor">
<meta property="og:description" content="Sean D is an eye care center in Fullerton, CA. It's rated 4.9 on Google from 255 reviews. Named by 0 of 2 AI assistants.">
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<meta name="ICBM" content="33.894474, -117.9320903">
<meta name="geo.region" content="US-CA">
<meta name="geo.placename" content="Fullerton">

3. Structured data (JSON-LD)

One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.

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        {
          "@type": "ListItem",
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          "@type": "ListItem",
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        },
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          "@type": "ListItem",
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        {
          "@type": "ListItem",
          "position": 16,
          "name": "Busiest day at Sean D, anyone know?",
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        },
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          "@type": "ListItem",
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        },
        {
          "@type": "ListItem",
          "position": 18,
          "name": "best ophthalmologist in Fullerton, CA",
          "url": "https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/best-ophthalmologist-in-fullerton-ca"
        },
        {
          "@type": "ListItem",
          "position": 19,
          "name": "parking here, how bad is it?",
          "url": "https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/parking-here-how-bad-is-it"
        },
        {
          "@type": "ListItem",
          "position": 20,
          "name": "anything I should sort out before a consult at Sean D?",
          "url": "https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/anything-i-should-sort-out-before-a-consult-at-sean-d"
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    {
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          "position": 1,
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          "@type": "ListItem",
          "position": 2,
          "name": "Eye care centers",
          "item": "https://localairegistry.com/leaderboards/ca/fullerton/eye-care-center"
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        {
          "@type": "ListItem",
          "position": 3,
          "name": "Sean D. Adrean, M.D",
          "item": "https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca"
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      ]
    }
  ]
}

4. robots.txt

Invites every major AI crawler by name. Many sites block them. We want this page read and cited.

User-Agent: *
Allow: /
Allow: /_next/static/
Allow: /_next/image
Disallow: /api/
Disallow: /_next/data/

User-Agent: GPTBot
Allow: /
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User-Agent: OAI-SearchBot
Allow: /
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User-Agent: ChatGPT-User
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User-Agent: Claude-User
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User-Agent: PerplexityBot
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User-Agent: Perplexity-User
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User-Agent: Google-Extended
Allow: /
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User-Agent: Applebot-Extended
Allow: /
Disallow: /api/
Disallow: /_next/data/

Sitemap: https://localairegistry.com/sitemap.xml

5. sitemap.xml

Lists this page with the day it last changed, the same day the page says it was updated.

<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
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6. llms.txt

A plain index for language models: what the site is, which pages to read first, and where the markdown copies live.

# Local AI Registry

> The public record of what AI assistants say about local businesses. Every entry checked, scored, and kept current.

Local AI Registry is the editorial, never-sponsored record of what local
businesses are known for, and whether AI assistants actually recommend them.
We score every local business the same way and rank them: website, reviews,
AI visibility, and more. Eight signals, one number from 0 to 100. The heaviest
is whether AI can retrieve you at all.

## Read these first

- [Local AI Registry](https://localairegistry.com): AI assistants now decide which local business to recommend.
- [Methodology](https://localairegistry.com/methodology): Eight signals, one number from 0 to 100.
- [Leaderboards](https://localairegistry.com/leaderboards): Browse AI Score leaderboards by state, city, and category.
- [About](https://localairegistry.com/about): The honest record of who AI recommends.
- [Pricing](https://localairegistry.com/pricing): Four levels of presence, from a free registry entry to being the answer AI gives first in your market.
- [Journal](https://localairegistry.com/journal): How AI assistants decide which local businesses to recommend, and what owners can do about it.

## Business pages

- [Sitemap](https://localairegistry.com/sitemap.xml): Every business page on the registry, with the day each was last updated.
- Every business page has a markdown copy at its own address with `.md` on the end. The copy holds the same facts, marks and sources as the page, in the page's order: the photos with their captions, the team and their licenses, the reviews summary, and the questions locals asked with the replies. The page names it in its head and its HTTP `Link` header.

7. Markdown copy of this page (sean-d-adrean-m-d-fullerton-ca.md)

The article as plain text: the same headings, facts, marks and sources.

# Sean D. Adrean, M.D, Fullerton: an eye care center in Fullerton (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 2 sources. Updated 2026-10-20. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv93dk6o08b3ye2uk9qfh444%2F0.jpg)


## In short

Sean D. Adrean, M.D is an eye care center in Fullerton, CA. Its AI Score is 26 of 100, which is poor.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like Gemini and ChatGPT are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.


## Key facts

| Fact | Value |
| --- | --- |
| Type | Eye care center |
| Address | 301 W Bastanchury Rd #285, Fullerton, CA 92835, USA |
| Hours | Nothing found |
| Phone | (714) 738-4620 |
| Medical director | Nothing found |
| Rating | 4.9 across 255 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 19, 2026, 6:14 PM |


## 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 | 301 W Bastanchury Rd #285, Fullerton, CA 92835, USA | Confirmed | Google Business Profile, checked Oct 14, 2026 |
| Location info | Description | 301 W Bastanchury Rd #285, Fullerton, CA 92835 | Confirmed | Google Business Profile, checked Oct 14, 2026 |
| Location info | Name | Sean D. Adrean, M.D | Confirmed | Google Business Profile, checked Oct 14, 2026 |
| Location info | Phone | (714) 738-4620 | Confirmed | Google Business Profile, checked Oct 14, 2026 |
| Services | Service | Eye exams | AI guess | Nothing found |
| Services | Service | Retina treatment | AI guess | Nothing found |
| Links | Website | https://retinamdoc.com/ | Confirmed | Google Business Profile, checked Oct 14, 2026 |


## Services and prices

Services not read yet, back on Scan Day.


### Known for

None of the 5 reviews we've read names a service yet.


## The team

Nothing found


## Visiting Sean D

Address: 301 W Bastanchury Rd #285, Fullerton, CA 92835, USA. Phone: (714) 738-4620. (Confirmed, Google Business Profile, checked October 14, 2026 at 10:22 PM.)


### Location info from Google Business Profile

Business description, written by Sean D on its Google Business Profile: "301 W Bastanchury Rd #285, Fullerton, CA 92835"


### When to go

Busy times not read yet, back on Scan Day.


### Parking and getting in

Nothing found


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Laguna Road School Park | Park | 2 min walk |
| SP+ Parking | Parking garage | 2 min walk |
| AirGarage | Parking lot | 2 min walk |
| floe Matcha & Bingsoo - Fullerton | Cafe | 2 min walk |
| Coffee Up Roastery \| FULLERTON | Coffee shop | 2 min walk |
| Juanita Cooke Trail | Hiking area | 2 min walk |


## Reputation

4.9 average across 255 reviews: Google 25. (Confirmed, read October 14, 2026.)

The practice is noted for effective treatments but struggles with lengthy wait times and crowded conditions. (AI guess, from 255 reviews.)


### What people like

- Valeda treatments
- Eye injections
- Thorough examinations


### What people do not like

- Long waits past the appointment time
- Crowded waiting areas
- Inconsistent cleanliness practices


### Press

No press story about Sean D found yet.


### Awards

None named yet.


### Directories

Listed on 1 of the 29 directories we checked.

| Directory | Listed |
| --- | --- |
| Angi | Not listed |
| Apple Maps | Not listed |
| BBB | Not listed |
| Birdeye | Not listed |
| Booksy | Not listed |
| Chamber of Commerce | Not listed |
| Cylex | Not listed |
| DexKnows | Not listed |
| Facebook | Not listed |
| Fresha | Not listed |
| Groupon | Not listed |
| Healthgrades | Not listed |
| Hotfrog | Not listed |
| MapQuest | Not listed |
| MerchantCircle | Not listed |
| Nextdoor | Not listed |
| Porch | Not listed |
| Psychology Today | Not listed |
| RateMDs | Not listed |
| RealSelf | Not listed |
| Sharecare | Not listed |
| Superpages | Not listed |
| Thumbtack | Not listed |
| Trustpilot | Not listed |
| Tupalo | Not listed |
| Vagaro | Not listed |
| Vitals | Not listed |
| WebMD | Listed |
| Yelp | Not listed |


## Recent updates from Sean D

Sean D hasn't posted an update here yet.


## Questions people ask


### do they do payment plans here?

No answer yet


### medical staff here, or is it techs?

No answer yet


### Coffee near this place on Bastanchury?

No answer yet


### Is numbing included at Sean D or is it extra?

No answer yet


### Downsides nobody puts in a five star review?

No answer yet


### does Sean D ever have cancellations

No answer yet


### weekends at Sean D, are they open?

No answer yet


### Ballpark for a visit to an eye doctor in Fullerton?

No answer yet


### cheaper than Sean D in Fullerton without it being sketchy?

No answer yet


### last update from here was when?

No answer yet


### how do I reach this place to sort something out?

No answer yet


### Turning up here for the first time, what happens?

No answer yet


### never been to Sean D in Fullerton, how does it go?

No answer yet


### address for Sean D, anyone have it?

No answer yet


### recovery after Sean D, what do people actually say?

No answer yet


### Busiest day at Sean D, anyone know?

No answer yet


### Why do people rate Sean D?

No answer yet


### best ophthalmologist in Fullerton, CA

No answer yet


### parking here, how bad is it?

No answer yet


### anything I should sort out before a consult at Sean D?

No answer yet


## What AI gets wrong about Sean D

We ask Gemini and ChatGPT about Sean D. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026.

No capture has disagreed with the record yet.


## The AI Score: 26 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Fullerton eye care centers run 24 to 64. Fair starts at 45, good at 65. Sean D scores 26, below the Fullerton average of 35. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Sean D |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 0 | 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. | Poor |
| Off-property attestation | 20 | 41 | 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 | 7 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 1 of 15 answers that recommended anyone. 5 more named nobody, which is not a loss and is not scored. |
| Reviews & response | 12 | 84 | 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 | 56 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 67 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 56 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 100 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |

Full method: https://localairegistry.com/methodology


## How AI decides what to tell you about an eye care center

When you ask ChatGPT, Gemini or Google for a med spa, the AI does not visit each business. It reads what is already written about it: the business website, its Google Business Profile, review sites like Yelp and RealSelf, news stories, licensing boards and directories like this one. Then it repeats what those sources agree on.

That is why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it is not, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that says "the nurse did half a syringe in my lips and it looks natural" is far more useful to an AI than one that says "great place."


## How to choose an eye care center in California, with or without AI

A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.

- Look up every injector. Doctors are listed by the California medical board, and nurses and nurse practitioners by its nursing board. Both lookups are free.
- Ask who does the injections, and check that person's license.
- Ask for the price per unit of Botox and per syringe of filler, not per area.
- Read reviews that name a provider and a treatment. Vague praise is easy to fake.
- Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.
- Ask whether they dissolve filler and when they would tell you not to add more.


## How to read the marks on this page

- Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
- Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
- AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.


## About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

- Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
- Industry: medical aesthetics, injectables, med spa operations and marketing.
- Disclosure: Local AI Registry sells services to business owners, including Sean D if it claims this page. That does not change what this page says. Every fact carries its source.


## 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 Sean D |
| --- | --- | --- | --- | --- |
| Sean D. Adrean, M.D | MedicalBusiness | #business | https://retinamdoc.com/ | Subject of this page |
| Fullerton, California | City | #city | Nothing found | City Sean D is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the eye care centers in Fullerton, linked to the lists and towns around it.


### Lists

- Best eye care centers in Fullerton: https://localairegistry.com/leaderboards/ca/fullerton/eye-care-center
- Best businesses in Fullerton: https://localairegistry.com/leaderboards/ca/fullerton


### Nearby

- /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
- /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco
- /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
- /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
- /irvine: https://localairegistry.com/leaderboards/ca/irvine
- /fresno: https://localairegistry.com/leaderboards/ca/fresno


### Every list

- Every leaderboard in California: https://localairegistry.com/leaderboards/ca


## Frequently asked questions


### What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.


### What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.


### How does this page help a business get recommended by AI?

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.


### Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.


### I own Sean D. Adrean, M.D. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJJRqrDnwq3YARZzsaEE06G34 (accessed Oct 14, 2026)
- [2] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026, https://localairegistry.com/methodology (accessed Oct 19, 2026)

For developers: what makes this page machine-readable

  • One source of truth. The page, the HTML, the JSON-LD and the markdown copy are generated from the same record, so they cannot disagree.
  • People are linked to their credentials, and credentials to the board that issued them (recognizedBy).
  • Answers come first. The page opens with a one-paragraph summary and a key facts table, marked speakable.
  • Wrong AI answers are published as ClaimReview, so engines can see the correction and its source.
  • The FAQ holds the questions this page answers. The questions locals asked are listed as an ItemList, each pointing at its own page, where its replies are the QAPage.
  • robots.txt names the AI crawlers and allows them.
  • A markdown copy sits at the same address with .md, linked from the HTTP headers, the head and llms.txt.
  • No text is hidden from people that crawlers can see. What machines read is what you read.

Checklist

  • Done: Title tag and meta description
  • Done: Canonical URL and breadcrumbs
  • Done: Expert byline, Steve Lee
  • Done: Entity map with sameAs links
  • Done: robots.txt welcomes AI crawlers
  • Done: Key facts answer block
  • Done: 2 cited sources
  • Done: Updated date on the page
  • Missing: Schema: business, team, services
  • Done: Schema: FAQ and article
  • Missing: Corrections to what AI gets wrong
  • Done: Details table, every fact sourced
  • Done: Open Graph and social cards
  • Done: llms.txt and markdown copy
  • Done: Sitemap with lastmod
  • Missing: Owner review of this page
  • Missing: Owner-confirmed prices

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  • Method: https://localairegistry.com/methodology
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References, including locals

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.

  1. do they do payment plans here? Question by hopeful_hazel, Oct 14, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/do-they-do-payment-plans-here
  2. medical staff here, or is it techs? Question by june_local_north, Oct 14, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/medical-staff-here-or-is-it-techs
  3. Coffee near this place on Bastanchury? Question by spring_noor, Oct 13, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/coffee-near-this-place-on-bastanchury
  4. Is numbing included at Sean D or is it extra? Question by anti_glare_iris, Oct 9, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/is-numbing-included-at-sean-d-or-is-it-extra
  5. Downsides nobody puts in a five star review? Question by spring_shopper_south, Oct 9, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/downsides-nobody-puts-in-a-five-star-review
  6. does Sean D ever have cancellations Question by no_rush_otis_92835, Oct 7, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/does-sean-d-ever-have-cancellations
  7. weekends at Sean D, are they open? Question by careful_on_bastanchury, Oct 7, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/weekends-at-sean-d-are-they-open
  8. Ballpark for a visit to an eye doctor in Fullerton? Question by regular_bram, Oct 7, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/ballpark-for-a-visit-to-an-eye-doctor-in-fullerton
  9. cheaper than Sean D in Fullerton without it being sketchy? Question by undecided_wilder, Oct 6, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/cheaper-than-sean-d-in-fullerton-without-it-being-sketchy
  10. last update from here was when? Question by wedding_otis, Oct 3, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/last-update-from-here-was-when
  11. how do I reach this place to sort something out? Question by new_here_frames, Oct 2, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/how-do-i-reach-this-place-to-sort-something-out
  12. Turning up here for the first time, what happens? Question by aviators_may, Oct 2, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/turning-up-here-for-the-first-time-what-happens
  13. never been to Sean D in Fullerton, how does it go? Question by aviators_peach, Sep 28, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/never-been-to-sean-d-in-fullerton-how-does-it-go
  14. address for Sean D, anyone have it? Question by bifocals_sam, Sep 25, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/address-for-sean-d-anyone-have-it
  15. recovery after Sean D, what do people actually say? Question by lenses_lou, Sep 21, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/recovery-after-sean-d-what-do-people-actually-say
  16. Busiest day at Sean D, anyone know? Question by sitter_van, Sep 16, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/busiest-day-at-sean-d-anyone-know
  17. Why do people rate Sean D? Question by tortoise_nell, Sep 9, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/why-do-people-rate-sean-d
  18. best ophthalmologist in Fullerton, CA Question by undecided_kit_92835, Sep 4, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/best-ophthalmologist-in-fullerton-ca
  19. parking here, how bad is it? Question by march_commuter_uptown, Sep 2, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/parking-here-how-bad-is-it
  20. anything I should sort out before a consult at Sean D? Question by tortoise_wren, Aug 28, 2026. localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca/q/anything-i-should-sort-out-before-a-consult-at-sean-d
Use this page freely

Copy the code, the facts or the reviews. Keep the reference links so readers can check the source. Businesses can post a line like this on their own site:

<p>Read what our neighbors say about us on
<a href="https://localairegistry.com/biz/ca/fullerton/sean-d-adrean-m-d-fullerton-ca">Local AI Registry</a>.</p>

Or a blog post: “Learn about our patients' experiences, verified by neighbors, on our Local AI Registry page.”

References

Change history
ConfirmedVisitor submittedAI guess

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.

  1. [1]VisitName, address, phone, website and descriptionGoogle Business Profile.Primary source · Accessed Oct 14, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJJRqrDnwq3YARZzsaEE06G34 · No archived copy yet
  2. [2]ServicesEye exams and Retina treatmentAI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026.AI engine output · Accessed Oct 19, 2026 · https://localairegistry.com/methodology · No archived copy yet