L.T. Duong, M.D. Inc.

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<title>L.T. Duong, M.D. Inc. | Santa Ana, CA · reviews &amp; AI Score · Local AI Registry</title>
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# Local AI Registry

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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.

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- [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.

# L.T. Duong, M.D. Inc., Santa Ana: a family practice physician in Santa Ana (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/santa-ana/l-t-duong-m-d-inc-santa-ana-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 1 source. Updated 2026-10-13. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ca/santa-ana/l-t-duong-m-d-inc-santa-ana-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61f6941ff8yea7ugzm8vvd%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61f6941ff8yea7ugzm8vvd%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61f6941ff8yea7ugzm8vvd%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61f6941ff8yea7ugzm8vvd%2F3.jpg)
- ![Photo 5](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61f6941ff8yea7ugzm8vvd%2F4.jpg)


## In short

L.T. Duong, M.D. Inc. is a family practice physician in Santa Ana, CA. Its AI Score is 35 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 | Family practice physician |
| Address | 2708 Westminster Ave Ste 110, Santa Ana, CA 92706, USA |
| Hours | Mon to Wed 9:30 AM to 4:30 PM · Closed Thu · Fri 9:30 AM to 4 PM · Closed Sat to Sun |
| Phone | (714) 554-7350 |
| Medical director | Nothing found |
| Rating | 4.9 across 14 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 12, 2026, 7:04 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 | 2708 Westminster Ave Ste 110, Santa Ana, CA 92706, USA | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Description | 2708 Westminster Ave Ste 110, Santa Ana, CA 92706 | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Hours | Mon to Wed 9:30 AM to 4:30 PM · Thu Closed · Fri 9:30 AM to 4:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Name | L.T. Duong, M.D. Inc. | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Phone | (714) 554-7350 | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Monday | 9:30 AM to 4:30 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Tuesday | 9:30 AM to 4:30 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Wednesday | 9:30 AM to 4:30 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Thursday | Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Friday | 9:30 AM to 4:00 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Saturday | Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Sunday | Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |


## Services and prices

Services not read yet, back on Scan Day.


### Known for

None of the 4 reviews we've read names a service yet.


## The team

Nothing found


## Visiting L.T. Duong

Address: 2708 Westminster Ave Ste 110, Santa Ana, CA 92706, USA. Phone: (714) 554-7350. Hours: Mon to Wed 9:30 AM to 4:30 PM · Closed Thu · Fri 9:30 AM to 4 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 12, 2026 at 7:04 PM.)


### Location info from Google Business Profile

Business description, written by L.T. Duong on its Google Business Profile: "2708 Westminster Ave Ste 110, Santa Ana, CA 92706"


### When to go

Busy times not read yet, back on Scan Day.


### Parking and getting in

Nothing found


### Nearby

Nearby places not read yet, back on Scan Day.


## Reputation

4.9 average across 14 reviews: Google 14. (Confirmed, read October 12, 2026.)

This family practice stands out for its commitment to patient comfort and community-focused affordability. (AI guess, from 14 reviews.)


### What people like

- Professional and dedicated care
- Clean and welcoming office
- Affordable prices for the community


### What people do not like

Nothing found


### Press

No press story about L.T. Duong found yet.


### Awards

None named yet.


### Directories

Directory listings not read yet.


## Recent updates from L.T. Duong

L.T. Duong hasn't posted an update here yet.


## Questions people ask


### anything new from L.T. Duong lately?

No answer yet


### Turning up at L.T. Duong in Santa Ana for the first time, what happens?

No answer yet


### never been here, how does it go?

No answer yet


### address for this place, anyone have it?

No answer yet


### recovery after L.T. Duong, what do people actually say?

No answer yet


### Are the hours on Google right for L.T. Duong?

No answer yet


### do they shut Thursdays

No answer yet


### when is this place actually dead?

No answer yet


### payment plans here, is that a thing?

No answer yet


### parking here, how bad is it?

No answer yet


### anyone at L.T. Duong people keep going back to?

No answer yet


### going to L.T. Duong on Saturday, what should I expect

No answer yet


### Booking a consult at L.T. Duong, what happens?

No answer yet


### anywhere on Westminster to sit while I wait

No answer yet


### who is actually holding the needle here?

No answer yet


### membership, worth it or not

No answer yet


### waiting list, how long are we talking

No answer yet


### best family practice physician in Santa Ana, CA

No answer yet


### picking between the two, is Philip E the safer bet?

No answer yet


### prices round here, anyone got a number

No answer yet


## What AI gets wrong about L.T. Duong

We ask Gemini and ChatGPT about L.T. Duong. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 12, 2026.

No capture has disagreed with the record yet.


## The AI Score: 35 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Santa Ana family practice physicians run 25 to 61. Fair starts at 45, good at 65. L.T. Duong scores 35, below the Santa Ana average of 41. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | L.T. Duong |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | Does not apply | 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. | This signal reads a website, and the record holds none. |
| Off-property attestation | 20 | 20 | 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 | Not read yet | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Nobody at all was recommended in the 2 answers we hold, so there is nothing to score. |
| Reviews & response | 12 | 53 | 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. | Fair |
| Backlink & citation authority | 8 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | This signal reads a website, and the record holds none. |
| Google Business Profile | 8 | 72 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | Does not apply | Core Web Vitals at the 75th percentile, on a real phone. | This signal reads a website, and the record holds none. |
| Content freshness & schema | 5 | Does not apply | Crawl recency, intent alignment, valid JSON-LD, canonicals. | This signal reads a website, and the record holds none. |

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


## How AI decides what to tell you about a family practice physician

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 a family practice physician 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 L.T. Duong 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 L.T. Duong |
| --- | --- | --- | --- | --- |
| L.T. Duong, M.D. Inc. | MedicalBusiness | #business | Nothing found | Subject of this page |
| Santa Ana, California | City | #city | Nothing found | City L.T. Duong 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 family practice physicians in Santa Ana, linked to the lists and towns around it.


### Lists

- Best family practice physicians in Santa Ana: https://localairegistry.com/leaderboards/ca/santa-ana/family-practice-physician
- Best businesses in Santa Ana: https://localairegistry.com/leaderboards/ca/santa-ana


### 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 L.T. Duong, M.D. Inc.. 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:ChIJ17YWa2vY3IARoXN_nSyb7P8 (accessed Oct 12, 2026)