Ann Mai, M.D. / Internal Medicine / Primary Care

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<title>Ann Mai, M.D. / Internal Medicine / Primary Care · reviews &amp; AI Score · Local AI Registry</title>
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# 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.

# Ann Mai, M.D. / Internal Medicine / Primary Care, Irvine: an internist in Irvine (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/irvine/ann-mai-m-d-internal-medicine-primary-care-irvine-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/irvine/ann-mai-m-d-internal-medicine-primary-care-irvine-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61ckrk1ehnyea7b76p396p%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61ckrk1ehnyea7b76p396p%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61ckrk1ehnyea7b76p396p%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61ckrk1ehnyea7b76p396p%2F3.jpg)
- ![Photo 5](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmv61ckrk1ehnyea7b76p396p%2F4.jpg)


## In short

Located at 4950 Barranca Parkway in Irvine, Ann Mai, M.D. specializes in internal medicine and primary care. With a patient base that appreciates her attentive approach, Dr. Mai has been a trusted physician for many over the years, known for her compassion and thoroughness during appointments. However, some reviews highlight concerns regarding office hours and additional fees, which may affect accessibility for certain patients. Despite mixed feedback, those who have built a long-term relationship with her often commend her dedication to their health and well-being.

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 | Internist |
| Address | 4950 Barranca Pkwy #207, Irvine, CA 92604, USA |
| Hours | Mon to Thu 8 AM to 5 PM · Fri 8 AM to 4:30 PM · Closed Sat to Sun |
| Phone | (949) 262-9700 |
| Owner | Nothing found |
| Rating | 3.2 across 9 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 12, 2026, 7:02 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 | 4950 Barranca Pkwy #207, Irvine, CA 92604, USA | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Description | Welcome to the Internal Medicine Primary Care office of Dr. Ann Mai. We provide services for all aspects of Primary Care in a personalized, non-rushed fashion. We are a Membership (aka Concierge) practice. There is a fee to join the practice that is NOT covered by insurance - it DOES NOT apply your deductible either. The premium charge allows Dr. Mai to spend the right amount of time with you, limits the number of patients we enroll, and ensures the highest quality of care is delivered. We do accept Medicare and some private insurance plans - contact us for specific details. More details are also available at ANNMAIMD DOT COM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Hours | Mon to Thu 8:00 AM to 5:00 PM · Fri 8:00 AM to 4:30 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Name | Ann Mai, M.D. / Internal Medicine / Primary Care | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Phone | (949) 262-9700 | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Hours | Friday | 8:00 AM to 4:30 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 |
| Links | Website | http://annmaimd.com/ | Confirmed | Google Business Profile, checked Oct 12, 2026 |


## Services and prices

Services not read yet, back on Scan Day.


### Known for

Nothing found


## The team

Nothing found


## Visiting Ann Mai

Address: 4950 Barranca Pkwy #207, Irvine, CA 92604, USA. Phone: (949) 262-9700. Hours: Mon to Thu 8 AM to 5 PM · Fri 8 AM to 4:30 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 12, 2026 at 7:02 PM.)


### Location info from Google Business Profile

Business description, written by Ann Mai on its Google Business Profile: "Welcome to the Internal Medicine Primary Care office of Dr. Ann Mai. We provide services for all aspects of Primary Care in a personalized, non-rushed fashion. We are a Membership (aka Concierge) practice. There is a fee to join the practice that is NOT covered by insurance - it DOES NOT apply your deductible either. The premium charge allows Dr. Mai to spend the right amount of time with you, limits the number of patients we enroll, and ensures the highest quality of care is delivered. We do accept Medicare and some private insurance plans - contact us for specific details. More details are also available at ANNMAIMD DOT COM"


### 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

3.2 average across 9 reviews: Google 9. (Confirmed, read October 12, 2026.)

The practice's concierge model offers personalized care, but high fees and scheduling challenges may deter some patients. (AI guess, from 9 reviews.)


### What people like

- Thorough attention during appointments
- Compassionate care
- Knowledgeable referrals to specialists


### What people do not like

- High annual membership and visit fees
- Inconvenient office hours
- Long waits for appointments


### Press

No press story about Ann Mai found yet.


### Awards

None named yet.


### Directories

Directory listings not read yet.


## Recent updates from Ann Mai

Ann Mai hasn't posted an update here yet.


## Questions people ask


### Busiest day at Ann Mai, anyone know?

No answer yet


### Calling Ann Mai, or is there a better way?

No answer yet


### Worth the hype at Ann Mai?

No answer yet


### what time does Ann Mai in Irvine actually open?

No answer yet


### where exactly is this place?

No answer yet


### Open Saturdays here?

No answer yet


### how much is a first visit around here

No answer yet


### is it weeks or months to get an appointment

No answer yet


### walk ins, or is it booked solid

No answer yet


### best internist in Irvine, CA

No answer yet


### Street parking near here, any good?

No answer yet


### which one, this place or Dr. Amanda?

No answer yet


### anything new here lately?

No answer yet


### Any names worth asking for?

No answer yet


### Why do people rate Ann Mai?

No answer yet


### killing time on Barranca, any ideas

No answer yet


### walking in for a first visit, what happens

No answer yet


### booked my first appointment here, how does it go

No answer yet


### do regulars get anything here

No answer yet


### bad experiences at Ann Mai, anyone?

No answer yet


## What AI gets wrong about Ann Mai

We ask Gemini and ChatGPT about Ann Mai. 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: 23 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Irvine internists run 23 to 54. Fair starts at 45, good at 65. Ann Mai scores 23, below the Irvine average of 32. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Ann Mai |
| --- | --- | --- | --- | --- |
| 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 | 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. | Named in 0 of 1 answer that recommended anyone. 1 more named nobody, which is not a loss and is not scored. |
| Reviews & response | 12 | 30 | 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. | Poor |
| Backlink & citation authority | 8 | 51 | 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 | 37 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Poor |

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


## How AI decides what to tell you about an internist

When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.

That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, 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 names who helped and what they did tells an AI far more than one that says "great place."


## How to choose an internist in California, with or without AI

A few checks take ten minutes and tell you more than any rating.

- Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door.
- Read reviews that name a person and what they did. Vague praise is easy to fake.
- Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.
- Ask for the price before you go, and ask what it includes.
- Where the work needs a license, ask whose license it is and look it up with California.


## 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 Ann Mai 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 Ann Mai |
| --- | --- | --- | --- | --- |
| Ann Mai, M.D. / Internal Medicine / Primary Care | LocalBusiness | #business | http://annmaimd.com/ | Subject of this page |
| Irvine, California | City | #city | Nothing found | City Ann Mai 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 internists in Irvine, linked to the lists and towns around it.


### Lists

- Best internists in Irvine: https://localairegistry.com/leaderboards/ca/irvine/internist
- Best businesses in Irvine: https://localairegistry.com/leaderboards/ca/irvine


### 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
- /fresno: https://localairegistry.com/leaderboards/ca/fresno
- /palo-alto: https://localairegistry.com/leaderboards/ca/palo-alto


### 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 Ann Mai, M.D. / Internal Medicine / Primary Care. 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:ChIJkSuD8a_d3IARuV4cX8FFw30 (accessed Oct 12, 2026)