does Kenneth K ever have cancellations
Question · by june_otis · 1w10 days ago
Internist in Orange, CA
4.9 · 61 reviewsOpens Friday at 8 AMOpens Friday at 8 AM
Eligible to offer 20% cashback to customers who shop here.OrbitBack
42AI ScoreNamed in 0 of 1 answerChatGPT and Gemini, read by Local AI Registry on Oct 12, 2026.ConfirmedVisitor submittedVisitorAI guess
Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss.
Owned by no one, yet
Unclaimed · Never replied
AI checked this page on Oct 12, 2026Last activity 10 days ago, a question from june_otis.
22 asked · 0 answered by Kenneth K
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Answers marked AI. Summaries of reviews and the record. Not medical advice.
What Kenneth K offers, what it costs, and what people come for.
None of the 5 reviews we've read names a service yet.
Services not read yet, back on Scan Day.
No one is named here yet. The owner can add who works here.
When it's quiet, where to park, and what's nearby.
Not read yet
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Nothing found
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Nearby places not read yet, back on Scan Day.
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.
Not read yet
What reviews, press and directories say about Kenneth K.
4.9from 61 reviews on Google
The practice is distinguished by its thorough patient care and effective communication methods. Patients describe a caring and attentive environment where thorough explanations and personalized care are prioritized. Many appreciate the efficient communication through the online MyChart system, enhancing the overall experience of managing health concerns.
No updates from Kenneth K yet.
The page ChatGPT, Gemini, Perplexity and Google read about Kenneth K. The code version is exactly what their crawlers get.
Local AI Registry · Internists in Orange, CA · Editorial
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 1 source · Published October 12, 2026 · Updated October 12, 2026 · Machine-readable version below
Owner review: not yet. Kenneth K. Tram, MD has not checked this page. Claim to review it
Located at 293 S Main St in Orange, Kenneth K. Tram, MD, is an internist renowned for his compassionate approach and attentive care. With a remarkable rating of 4.9 from 61 reviews, Dr. Tram is celebrated not just for his medical expertise but also for his genuine kindness and ability to listen to his patients. Many appreciate his thorough explanations and the time he dedicates to addressing their concerns, ensuring they feel valued and understood. His practice is characterized by a caring atmosphere, making it a trusted choice for those seeking quality healthcare.
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.
| Fact | Value |
|---|---|
| Type | Internist |
| Address | 293 S Main St #200, Orange, CA 92868, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (714) 838-8848 |
| Owner | Nothing found |
| Rating | 4.9 across 61 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 12, 2026, 6:52 PM |
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 | 293 S Main St #200, Orange, CA 92868, USA | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Description | Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss. | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Name | Kenneth K. Tram, MD | Confirmed | Google Business Profile, checked Oct 12, 2026 |
| Location info | Phone | (714) 838-8848 | 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 5:00 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 |
| Links | https://facebook.com/ucirvinehealth | AI guess | Our record | |
| Links | https://instagram.com/ucihealth | AI guess | Our record | |
| Links | Website | https://www.ucihealth.org/find-a-doctor/t/kenneth-tram | Confirmed | Google Business Profile, checked Oct 12, 2026 |
Services not read yet, back on Scan Day.
Nothing found
Nothing found
Address: 293 S Main St #200, Orange, CA 92868, USA. Phone: (714) 838-8848. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 12, 2026 at 6:52 PM.)
Business description, written by Kenneth K on its Google Business Profile: "Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss."
Busy times not read yet, back on Scan Day.
Nothing found
Nearby places not read yet, back on Scan Day.
4.9 average across 61 reviews: Google 25. (Confirmed, read October 12, 2026.)
The practice is distinguished by its thorough patient care and effective communication methods. (AI guess, from 61 reviews.)
No press story about Kenneth K found yet.
None named yet.
Directory listings not read yet.
Kenneth K hasn't posted an update here yet.
No answer yet
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We ask Gemini and ChatGPT about Kenneth K. 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 measures how likely AI engines are to recommend a business, and how accurately. Orange internists run 24 to 49. Fair starts at 45, good at 65. Kenneth K scores 42, above the Orange average of 34. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Kenneth K |
|---|---|---|---|---|
| Retrieval grounding | 26 | 50 | 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. | Fair |
| 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 | 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 | 64 | 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 | 68 | Domain authority and editorial quality of the sources that attest to you. | Good |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 53 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
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."
A few checks take ten minutes and tell you more than any rating.
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.
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 Kenneth K |
|---|---|---|---|---|
| Kenneth K. Tram, MD | LocalBusiness | #business | https://www.ucihealth.org/find-a-doctor/t/kenneth-tram | Subject of this page |
| Orange, California | City | #city | Nothing found | City Kenneth K 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 |
Where this page sits in the registry. It's one profile among the internists in Orange, linked to the lists and towns around it.
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.
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.
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.
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.
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.
HTTP/2 200 content-type: text/html; charset=utf-8 link: <https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca>; rel="canonical", <https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"
Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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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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"name": "never been, is it walk in or appointment only",
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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.
The article as plain text: the same headings, facts, marks and sources.
# Kenneth K. Tram, MD, Orange: an internist in Orange (2026 guide) Source: Local AI Registry, https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-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/orange/kenneth-k-tram-md-orange-ca ## In short Located at 293 S Main St in Orange, Kenneth K. Tram, MD, is an internist renowned for his compassionate approach and attentive care. With a remarkable rating of 4.9 from 61 reviews, Dr. Tram is celebrated not just for his medical expertise but also for his genuine kindness and ability to listen to his patients. Many appreciate his thorough explanations and the time he dedicates to addressing their concerns, ensuring they feel valued and understood. His practice is characterized by a caring atmosphere, making it a trusted choice for those seeking quality healthcare. 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 | 293 S Main St #200, Orange, CA 92868, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (714) 838-8848 | | Owner | Nothing found | | Rating | 4.9 across 61 reviews on Google | | Known for | Nothing found | | Prices | Nothing found | | Quietest time | Nothing found | | Parking | Nothing found | | Last verified | October 12, 2026, 6:52 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 | 293 S Main St #200, Orange, CA 92868, USA | Confirmed | Google Business Profile, checked Oct 12, 2026 | | Location info | Description | Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss. | Confirmed | Google Business Profile, checked Oct 12, 2026 | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 12, 2026 | | Location info | Name | Kenneth K. Tram, MD | Confirmed | Google Business Profile, checked Oct 12, 2026 | | Location info | Phone | (714) 838-8848 | 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 5:00 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 | | Links | Facebook | https://facebook.com/ucirvinehealth | AI guess | Our record | | Links | Instagram | https://instagram.com/ucihealth | AI guess | Our record | | Links | Website | https://www.ucihealth.org/find-a-doctor/t/kenneth-tram | 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 Kenneth K Address: 293 S Main St #200, Orange, CA 92868, USA. Phone: (714) 838-8848. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 12, 2026 at 6:52 PM.) ### Location info from Google Business Profile Business description, written by Kenneth K on its Google Business Profile: "Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss." ### 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 61 reviews: Google 25. (Confirmed, read October 12, 2026.) The practice is distinguished by its thorough patient care and effective communication methods. (AI guess, from 61 reviews.) ### What people like - Thorough explanations of health conditions - Effective use of MyChart for communication - Caring and attentive approach to patient needs ### What people do not like - Long waits past appointment times - Difficulties reaching the office for appointments ### Press No press story about Kenneth K found yet. ### Awards None named yet. ### Directories Directory listings not read yet. ## Recent updates from Kenneth K Kenneth K hasn't posted an update here yet. ## Questions people ask ### does Kenneth K ever have cancellations No answer yet ### Booking a first visit here, what happens? No answer yet ### bad experiences at Kenneth K, anyone? No answer yet ### Somewhere to park near this place? No answer yet ### Saturdays at Kenneth K, are they open? No answer yet ### address for this place, anyone have it? No answer yet ### what does Kenneth K actually get right? No answer yet ### Are the hours on Google right for Kenneth K in Orange? No answer yet ### never been, is it walk in or appointment only No answer yet ### how do I reach Kenneth K to sort something out? No answer yet ### parking here, how bad is it? No answer yet ### regulars here, who do you book with? No answer yet ### is there a rewards thing at Kenneth K No answer yet ### prices round here, anyone got a number No answer yet ### anyone actually happy with this place? No answer yet ### On a budget in Orange, is Kenneth K the one? No answer yet ### trying to avoid the rush, which day is quiet No answer yet ### anywhere on Main to sit while I wait No answer yet ### Do they post anywhere? No answer yet ### waiting list, how long are we talking No answer yet ## What AI gets wrong about Kenneth K We ask Gemini and ChatGPT about Kenneth K. 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: 42 of 100 The AI Score measures how likely AI engines are to recommend a business, and how accurately. Orange internists run 24 to 49. Fair starts at 45, good at 65. Kenneth K scores 42, above the Orange average of 34. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Kenneth K | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 50 | 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. | Fair | | 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 | 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 | 64 | 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 | 68 | Domain authority and editorial quality of the sources that attest to you. | Good | | Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 53 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 83 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | 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 Kenneth K 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 Kenneth K | | --- | --- | --- | --- | --- | | Kenneth K. Tram, MD | LocalBusiness | #business | https://www.ucihealth.org/find-a-doctor/t/kenneth-tram | Subject of this page | | Orange, California | City | #city | Nothing found | City Kenneth K 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 Orange, linked to the lists and towns around it. ### Lists - Best internists in Orange: https://localairegistry.com/leaderboards/ca/orange/internist - Best businesses in Orange: https://localairegistry.com/leaderboards/ca/orange ### 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 Kenneth K. Tram, MD. 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:ChIJdX1jmtDZ3IARc_47_9SoMe0 (accessed Oct 12, 2026)
Every file above is free to copy for your own business page. Keep the attribution links to Local AI Registry (https://localairegistry.com) in place: they tell AI engines where the method comes from, and they help us keep this free.
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.
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/orange/kenneth-k-tram-md-orange-ca">Local AI Registry</a>.</p>
Or a blog post: “Learn about our customers' experiences, verified by neighbors, on our Local AI Registry page.”
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Nothing on this page is for sale, so the only thing that moves the score is the work."}}]},{"@type":"ItemList","@id":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca#locals","name":"Questions people ask","numberOfItems":20,"itemListElement":[{"@type":"ListItem","position":1,"name":"does Kenneth K ever have cancellations","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/does-this-place-ever-have-cancellations"},{"@type":"ListItem","position":2,"name":"Booking a first visit here, what happens?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/booking-a-first-visit-at-kenneth-k-what-happens"},{"@type":"ListItem","position":3,"name":"bad experiences at Kenneth K, anyone?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/anything-people-actually-moan-about-here"},{"@type":"ListItem","position":4,"name":"Somewhere to park near this place?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/somewhere-to-park-near-this-place"},{"@type":"ListItem","position":5,"name":"Saturdays at Kenneth K, are they open?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/saturdays-at-kenneth-k-are-they-open"},{"@type":"ListItem","position":6,"name":"address for this place, anyone have it?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/address-for-this-place-anyone-have-it"},{"@type":"ListItem","position":7,"name":"what does Kenneth K actually get right?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/what-does-kenneth-k-actually-get-right"},{"@type":"ListItem","position":8,"name":"Are the hours on Google right for Kenneth K in Orange?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/are-the-hours-on-google-right-for-kenneth-k-in-orange"},{"@type":"ListItem","position":9,"name":"never been, is it walk in or appointment only","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/never-been-is-it-walk-in-or-appointment-only"},{"@type":"ListItem","position":10,"name":"how do I reach Kenneth K to sort something out?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/how-do-i-reach-kenneth-k-to-sort-something-out"},{"@type":"ListItem","position":11,"name":"parking here, how bad is it?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/where-do-i-park-at-kenneth-k"},{"@type":"ListItem","position":12,"name":"regulars here, who do you book with?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/regulars-here-who-do-you-book-with"},{"@type":"ListItem","position":13,"name":"is there a rewards thing at Kenneth K","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/is-there-a-rewards-thing-here"},{"@type":"ListItem","position":14,"name":"prices round here, anyone got a number","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/prices-round-here-anyone-got-a-number"},{"@type":"ListItem","position":15,"name":"anyone actually happy with this place?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/anyone-actually-happy-with-this-place"},{"@type":"ListItem","position":16,"name":"On a budget in Orange, is Kenneth K the one?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/anywhere-cheaper-than-kenneth-k-in-orange-that-is-still-good"},{"@type":"ListItem","position":17,"name":"trying to avoid the rush, which day is quiet","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/trying-to-avoid-the-rush-which-day-is-quiet"},{"@type":"ListItem","position":18,"name":"anywhere on Main to sit while I wait","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/killing-time-on-main-any-ideas"},{"@type":"ListItem","position":19,"name":"Do they post anywhere?","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/do-they-post-anywhere"},{"@type":"ListItem","position":20,"name":"waiting list, how long are we talking","url":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca/q/waiting-list-how-long-are-we-talking"}]},{"@type":"BreadcrumbList","@id":"https://localairegistry.com/biz/ca/orange/kenneth-k-tram-md-orange-ca#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Orange, CA","item":"https://localairegistry.com/leaderboards/ca/orange"},{"@type":"ListItem","position":2,"name":"Internists","item":"https://localairegistry.com/leaderboards/ca/orange/internist"},{"@type":"ListItem","position":3,"name":"Kenneth K. 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</head>
<body>
<main>
<article>
<header>
<p>Local AI Registry · Internists in Orange, CA · Editorial</p>
<h2>Kenneth K. Tram, MD, Orange: an internist in Orange (2026 guide)</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Former Google Search executive and former Microsoft executive, with 20+ years in digital.</p>
<p>Fact-checked against 1 source · Published October 12, 2026 · Updated October 12, 2026 · Machine-readable version below</p>
<p>Owner review: not yet. Kenneth K. Tram, MD has not checked this page.</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Located at 293 S Main St in Orange, Kenneth K. Tram, MD, is an internist renowned for his compassionate approach and attentive care. With a remarkable rating of 4.9 from 61 reviews, Dr. Tram is celebrated not just for his medical expertise but also for his genuine kindness and ability to listen to his patients. Many appreciate his thorough explanations and the time he dedicates to addressing their concerns, ensuring they feel valued and understood. His practice is characterized by a caring atmosphere, making it a trusted choice for those seeking quality healthcare.</p>
<p>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.</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>Internist</td></tr>
<tr><td>Address</td><td>293 S Main St #200, Orange, CA 92868, 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>(714) 838-8848</td></tr>
<tr><td>Owner</td><td>Nothing found</td></tr>
<tr><td>Rating</td><td>4.9 across 61 reviews on Google</td></tr>
<tr><td>Known for</td><td>Nothing found</td></tr>
<tr><td>Prices</td><td>Nothing found</td></tr>
<tr><td>Quietest time</td><td>Nothing found</td></tr>
<tr><td>Parking</td><td>Nothing found</td></tr>
<tr><td>Last verified</td><td>October 12, 2026, 6:52 PM</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>293 S Main St #200, Orange, CA 92868, USA</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</td></tr>
<tr><td>Location info</td><td>Description</td><td>Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss.</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</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, checked Oct 12, 2026</td></tr>
<tr><td>Location info</td><td>Name</td><td>Kenneth K. Tram, MD</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(714) 838-8848</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</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, checked Oct 12, 2026</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, checked Oct 12, 2026</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, checked Oct 12, 2026</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, checked Oct 12, 2026</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, checked Oct 12, 2026</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/ucirvinehealth</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/ucihealth</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.ucihealth.org/find-a-doctor/t/kenneth-tram</td><td>Confirmed</td><td>Google Business Profile, checked Oct 12, 2026</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>Services not read yet, back on Scan Day.</p>
<h4>Known for</h4>
<p>Nothing found</p>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>Nothing found</p>
</section>
<section id="ai-visiting-kenneth-k">
<h3>Visiting Kenneth K</h3>
<p>Address: 293 S Main St #200, Orange, CA 92868, USA. Phone: (714) 838-8848. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 12, 2026 at 6:52 PM.)</p>
<h4>Location info from Google Business Profile</h4>
<p>Business description, written by Kenneth K on its Google Business Profile: "Dr. Kenneth K. Tram is a board-certified UCI Health specialist in internal medicine and geriatric medicine. He specializes in the care of aging adults, with a particular clinical interest in the care of complex and chronic conditions and diseases, as well as memory loss."</p>
<h4>When to go</h4>
<p>Busy times not read yet, back on Scan Day.</p>
<h4>Parking and getting in</h4>
<p>Nothing found</p>
<h4>Nearby</h4>
<p>Nearby places not read yet, back on Scan Day.</p>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.9 average across 61 reviews: Google 25. (Confirmed, read October 12, 2026.)</p>
<p>The practice is distinguished by its thorough patient care and effective communication methods. (AI guess, from 61 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough explanations of health conditions</li>
<li>Effective use of MyChart for communication</li>
<li>Caring and attentive approach to patient needs</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits past appointment times</li>
<li>Difficulties reaching the office for appointments</li>
</ul>
<h4>Press</h4>
<p>No press story about Kenneth K found yet.</p>
<h4>Awards</h4>
<p>None named yet.</p>
<h4>Directories</h4>
<p>Directory listings not read yet.</p>
</section>
<section id="ai-recent-updates-from-kenneth-k">
<h3>Recent updates from Kenneth K</h3>
<p>Kenneth K hasn't posted an update here yet.</p>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>does Kenneth K ever have cancellations</h4>
<p>No answer yet</p>
<h4>Booking a first visit here, what happens?</h4>
<p>No answer yet</p>
<h4>bad experiences at Kenneth K, anyone?</h4>
<p>No answer yet</p>
<h4>Somewhere to park near this place?</h4>
<p>No answer yet</p>
<h4>Saturdays at Kenneth K, are they open?</h4>
<p>No answer yet</p>
<h4>address for this place, anyone have it?</h4>
<p>No answer yet</p>
<h4>what does Kenneth K actually get right?</h4>
<p>No answer yet</p>
<h4>Are the hours on Google right for Kenneth K in Orange?</h4>
<p>No answer yet</p>
<h4>never been, is it walk in or appointment only</h4>
<p>No answer yet</p>
<h4>how do I reach Kenneth K to sort something out?</h4>
<p>No answer yet</p>
<h4>parking here, how bad is it?</h4>
<p>No answer yet</p>
<h4>regulars here, who do you book with?</h4>
<p>No answer yet</p>
<h4>is there a rewards thing at Kenneth K</h4>
<p>No answer yet</p>
<h4>prices round here, anyone got a number</h4>
<p>No answer yet</p>
<h4>anyone actually happy with this place?</h4>
<p>No answer yet</p>
<h4>On a budget in Orange, is Kenneth K the one?</h4>
<p>No answer yet</p>
<h4>trying to avoid the rush, which day is quiet</h4>
<p>No answer yet</p>
<h4>anywhere on Main to sit while I wait</h4>
<p>No answer yet</p>
<h4>Do they post anywhere?</h4>
<p>No answer yet</p>
<h4>waiting list, how long are we talking</h4>
<p>No answer yet</p>
</section>
<section id="ai-what-ai-gets-wrong">
<h3>What AI gets wrong about Kenneth K</h3>
<p>We ask Gemini and ChatGPT about Kenneth K. These are the answers that disagree with the record.</p>
<p>ChatGPT and Gemini, read by Local AI Registry on Oct 12, 2026.</p>
<p>No capture has disagreed with the record yet.</p>
</section>
<section id="ai-score">
<h3>The AI Score: 42 of 100</h3>
<p>The AI Score measures how likely AI engines are to recommend a business, and how accurately. Orange internists run 24 to 49. Fair starts at 45, good at 65. Kenneth K scores 42, above the Orange average of 34. 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">Kenneth K</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>50</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>Fair</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>41</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>Named in 0 of 1 answer that recommended anyone. 1 more named nobody, which is not a loss and is not scored.</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>64</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>Fair</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>68</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Good</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>79</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>53</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>83</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Good</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
</section>
<section id="ai-how-ai-decides-what-to-tell-you-about-an-internist">
<h3>How AI decides what to tell you about an internist</h3>
<p>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.</p>
<p>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.</p>
<p>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."</p>
</section>
<section id="ai-how-to-choose-an-internist-in-california-with-or-without-ai">
<h3>How to choose an internist in California, with or without AI</h3>
<p>A few checks take ten minutes and tell you more than any rating.</p>
<ul>
<li>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.</li>
<li>Read reviews that name a person and what they did. Vague praise is easy to fake.</li>
<li>Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.</li>
<li>Ask for the price before you go, and ask what it includes.</li>
<li>Where the work needs a license, ask whose license it is and look it up with California.</li>
</ul>
</section>
<section id="ai-how-to-read-the-marks-on-this-page">
<h3>How to read the marks on this page</h3>
<ul>
<li>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.</li>
<li>Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.</li>
<li>AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.</li>
</ul>
</section>
<section id="ai-about-the-author">
<h3>About the author</h3>
<p>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.</p>
<ul>
<li>Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.</li>
<li>Industry: medical aesthetics, injectables, med spa operations and marketing.</li>
<li>Disclosure: Local AI Registry sells services to business owners, including Kenneth K if it claims this page. That does not change what this page says. Every fact carries its source.</li>
</ul>
</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 Kenneth K</th></tr></thead>
<tbody>
<tr><td>Kenneth K. Tram, MD</td><td>LocalBusiness</td><td>#business</td><td>https://www.ucihealth.org/find-a-doctor/t/kenneth-tram</td><td>Subject of this page</td></tr>
<tr><td>Orange, California</td><td>City</td><td>#city</td><td>Nothing found</td><td>City Kenneth K 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</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 internists in Orange, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best internists in Orange: https://localairegistry.com/leaderboards/ca/orange/internist</li>
<li>Best businesses in Orange: https://localairegistry.com/leaderboards/ca/orange</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles</li>
<li>/san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco</li>
<li>/san-jose: https://localairegistry.com/leaderboards/ca/san-jose</li>
<li>/san-diego: https://localairegistry.com/leaderboards/ca/san-diego</li>
<li>/irvine: https://localairegistry.com/leaderboards/ca/irvine</li>
<li>/fresno: https://localairegistry.com/leaderboards/ca/fresno</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in California: https://localairegistry.com/leaderboards/ca</li>
</ul>
</section>
<section id="ai-frequently-asked-questions">
<h3>Frequently asked questions</h3>
<h4>What is AI search optimization for local business?</h4>
<p>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.</p>
<h4>What is Local AI Registry?</h4>
<p>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.</p>
<h4>How does this page help a business get recommended by AI?</h4>
<p>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.</p>
<h4>Who writes the answers here?</h4>
<p>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.</p>
<h4>I own Kenneth K. Tram, MD. How do I fix something or rank higher?</h4>
<p>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.</p>
</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:ChIJdX1jmtDZ3IARc_47_9SoMe0 (accessed Oct 12, 2026)</li>
</ul>
</section>
</article>
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</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.