anything people actually moan about here?
Question · by reading_reviews_aviators · 20h20 hours ago
Eye care center in Upland, CA
4.9 · 38 reviewsOpen today until 5 PMOpen until 5
Eligible to offer 20% cashback to customers who shop here.OrbitBack
56AI ScoreNot read yetConfirmedVisitor submittedVisitorAI guess
Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care.
Owned by no one, yet
Unclaimed · Never replied
AI checked this page on Oct 22, 2026Last activity 20 hours ago, a question from reading_reviews_aviators.
23 asked · 0 answered by Caleb Ng
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Answers marked AI. Summaries of reviews and the record. Not medical advice.
What Caleb Ng 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 code detected[Photo 1]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
Not read yet
Nothing found
Nothing found
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 Caleb Ng.
4.9from 38 reviews on Google
The practice is noted for its gentle approach to eye injections and strong patient communication, though some feel rushed during consultations. Patients describe a supportive and caring environment where they feel comfortable discussing their eye health. The experience includes thorough explanations of procedures and a focus on patient comfort, particularly during injections.
No updates from Caleb Ng yet.
The page ChatGPT, Gemini, Perplexity and Google read about Caleb Ng. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Upland, 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 22, 2026 · Updated October 22, 2026 · Machine-readable version below
Owner review: not yet. Caleb Ng, MD has not checked this page. Claim to review it
Caleb Ng, MD is an eye care center in Upland, CA. Its AI Score is 56 of 100, which is fair.
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 | Eye care center |
| Address | 591 N 13th Ave, Upland, CA 91786, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (800) 345-8979 |
| Medical director | Nothing found |
| Rating | 4.9 across 38 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Nothing found |
| Parking | Nothing found |
| Last verified | October 22, 2026, 7:49 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 | Name | Caleb Ng, MD | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Location info | Address | 591 N 13th Ave, Upland, CA 91786, USA | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Location info | Phone | (800) 345-8979 | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Location info | Description | Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care. | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Saturday | Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Hours | Sunday | Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Links | Website | https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/ | Confirmed | Google Business Profile, checked Oct 22, 2026 |
| Links | https://instagram.com/pacificeyeinstitute | AI guess | Our record | |
| Links | TikTok | https://tiktok.com/@pacificeyeinstitute | AI guess | Our record |
| Links | https://facebook.com/pacificeyemd | AI guess | Our record |
Services not read yet, back on Scan Day.
None of the 5 reviews we've read names a service yet.
Nothing found
Address: 591 N 13th Ave, Upland, CA 91786, USA. Phone: (800) 345-8979. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 22, 2026 at 7:49 PM.)
Business description, written by Caleb Ng on its Google Business Profile: "Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care."
Busy times not read yet, back on Scan Day.
Nothing found
Nearby places not read yet, back on Scan Day.
4.9 average across 38 reviews: Google 25. (Confirmed, read October 22, 2026.)
The practice is noted for its gentle approach to eye injections and strong patient communication, though some feel rushed during consultations. (AI guess, from 38 reviews.)
No press story about Caleb Ng found yet.
None named yet.
Directory listings not read yet.
Caleb Ng hasn't posted an update here yet.
No answer yet
No answer yet
No answer yet
No answer yet
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We ask Gemini and ChatGPT about Caleb Ng. These are the answers that disagree with the record.
ChatGPT and Gemini, read by Local AI Registry on Oct 22, 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. Upland eye care centers run 26 to 62. Fair starts at 45, good at 65. Caleb Ng scores 56, above the Upland average of 42. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Caleb Ng |
|---|---|---|---|---|
| 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 | 40 | 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 | 88 | 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 | 61 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 49 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 81 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
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."
A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.
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 Caleb Ng |
|---|---|---|---|---|
| Caleb Ng, MD | MedicalBusiness | #business | https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/ | Subject of this page |
| Upland, California | City | #city | Nothing found | City Caleb Ng 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 eye care centers in Upland, 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.
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Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.
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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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# 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.
# Caleb Ng, MD, Upland: an eye care center in Upland (2026 guide) Source: Local AI Registry, https://localairegistry.com/biz/ca/upland/caleb-ng-md-upland-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 1 source. Updated 2026-10-23. Owner review: not yet. Canonical: https://localairegistry.com/biz/ca/upland/caleb-ng-md-upland-ca ## Photos -  ## In short Caleb Ng, MD is an eye care center in Upland, CA. Its AI Score is 56 of 100, which is fair. 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 | 591 N 13th Ave, Upland, CA 91786, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (800) 345-8979 | | Medical director | Nothing found | | Rating | 4.9 across 38 reviews on Google | | Known for | Nothing found | | Prices | Nothing found | | Quietest time | Nothing found | | Parking | Nothing found | | Last verified | October 22, 2026, 7:49 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 | Name | Caleb Ng, MD | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Location info | Address | 591 N 13th Ave, Upland, CA 91786, USA | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Location info | Phone | (800) 345-8979 | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Location info | Description | Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care. | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Friday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Saturday | Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Hours | Sunday | Closed | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Links | Website | https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/ | Confirmed | Google Business Profile, checked Oct 22, 2026 | | Links | Instagram | https://instagram.com/pacificeyeinstitute | AI guess | Our record | | Links | TikTok | https://tiktok.com/@pacificeyeinstitute | AI guess | Our record | | Links | Facebook | https://facebook.com/pacificeyemd | AI guess | Our record | ## 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 Caleb Ng Address: 591 N 13th Ave, Upland, CA 91786, USA. Phone: (800) 345-8979. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 22, 2026 at 7:49 PM.) ### Location info from Google Business Profile Business description, written by Caleb Ng on its Google Business Profile: "Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care." ### 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 38 reviews: Google 25. (Confirmed, read October 22, 2026.) The practice is noted for its gentle approach to eye injections and strong patient communication, though some feel rushed during consultations. (AI guess, from 38 reviews.) ### What people like - Gentle eye injections - Thorough explanations of conditions - Quick procedure times ### What people do not like - Rushed consultations after diagnosis - Lack of detailed information provided ### Press No press story about Caleb Ng found yet. ### Awards None named yet. ### Directories Directory listings not read yet. ## Recent updates from Caleb Ng Caleb Ng hasn't posted an update here yet. ## Questions people ask ### anything people actually moan about here? No answer yet ### Open Saturdays here? No answer yet ### Busiest day at Caleb Ng, anyone know? No answer yet ### Turning up here for the first time, what happens? No answer yet ### never been to Caleb Ng in Upland, how does it go? No answer yet ### who actually does the work here? No answer yet ### does Caleb Ng take insurance or is it all out of pocket? No answer yet ### Training and licences at Caleb Ng? No answer yet ### booked my first appointment here, how does it go No answer yet ### genuinely, what is good about this one No answer yet ### what else is on 13th around Caleb Ng? No answer yet ### real doctors here, or is it beauticians No answer yet ### how much is a first visit around here No answer yet ### Do they post anywhere? No answer yet ### is there a rewards thing here No answer yet ### trying to book here, how long is the wait? No answer yet ### best ophthalmologist in Upland, CA No answer yet ### any last minute appts at Caleb Ng? No answer yet ### which one, Caleb Ng or Andrea Ching? No answer yet ### anyone here people keep going back to? No answer yet ## What AI gets wrong about Caleb Ng We ask Gemini and ChatGPT about Caleb Ng. These are the answers that disagree with the record. ChatGPT and Gemini, read by Local AI Registry on Oct 22, 2026. No capture has disagreed with the record yet. ## The AI Score: 56 of 100 The AI Score measures how likely AI engines are to recommend a business, and how accurately. Upland eye care centers run 26 to 62. Fair starts at 45, good at 65. Caleb Ng scores 56, above the Upland average of 42. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Caleb Ng | | --- | --- | --- | --- | --- | | 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 | 40 | 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 | 88 | 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 | 61 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 49 | Core Web Vitals at the 75th percentile, on a real phone. | Fair | | Content freshness & schema | 5 | 81 | 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 Caleb Ng 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 Caleb Ng | | --- | --- | --- | --- | --- | | Caleb Ng, MD | MedicalBusiness | #business | https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/ | Subject of this page | | Upland, California | City | #city | Nothing found | City Caleb Ng 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 Upland, linked to the lists and towns around it. ### Lists - Best eye care centers in Upland: https://localairegistry.com/leaderboards/ca/upland/eye-care-center - Best businesses in Upland: https://localairegistry.com/leaderboards/ca/upland ### 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 Caleb Ng, 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:ChIJ35QMIdg3w4ARq4owrcRyAPk (accessed Oct 22, 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/upland/caleb-ng-md-upland-ca">Local AI Registry</a>.</p>
Or a blog post: “Learn about our patients' experiences, verified by neighbors, on our Local AI Registry page.”
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<article>
<header>
<p>Local AI Registry · Eye care centers in Upland, CA · Editorial</p>
<h2>Caleb Ng, MD, Upland: an eye care center in Upland (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 22, 2026 · Updated October 22, 2026 · Machine-readable version below</p>
<p>Owner review: not yet. Caleb Ng, MD has not checked this page.</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Caleb Ng, MD is an eye care center in Upland, CA. Its AI Score is 56 of 100, which is fair.</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>Eye care center</td></tr>
<tr><td>Address</td><td>591 N 13th Ave, Upland, CA 91786, 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>(800) 345-8979</td></tr>
<tr><td>Medical director</td><td>Nothing found</td></tr>
<tr><td>Rating</td><td>4.9 across 38 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 22, 2026, 7:49 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>Name</td><td>Caleb Ng, MD</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 2026</td></tr>
<tr><td>Location info</td><td>Address</td><td>591 N 13th Ave, Upland, CA 91786, USA</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 2026</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(800) 345-8979</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 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 22, 2026</td></tr>
<tr><td>Location info</td><td>Description</td><td>Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care.</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 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 22, 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 22, 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 22, 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 22, 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 22, 2026</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 2026</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 2026</td></tr>
<tr><td>Links</td><td>Website</td><td>https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/</td><td>Confirmed</td><td>Google Business Profile, checked Oct 22, 2026</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/pacificeyeinstitute</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>TikTok</td><td>https://tiktok.com/@pacificeyeinstitute</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/pacificeyemd</td><td>AI guess</td><td>Our record</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>None of the 5 reviews we've read names a service yet.</p>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>Nothing found</p>
</section>
<section id="ai-visiting-caleb-ng">
<h3>Visiting Caleb Ng</h3>
<p>Address: 591 N 13th Ave, Upland, CA 91786, USA. Phone: (800) 345-8979. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile, checked October 22, 2026 at 7:49 PM.)</p>
<h4>Location info from Google Business Profile</h4>
<p>Business description, written by Caleb Ng on its Google Business Profile: "Caleb Ng, MD, is a board-certified, fellowship-trained ophthalmologist specializing in vitreoretinal surgery at Pacific Eye Institute in Apple Valley. Dr. Ng provides advanced care for retinal diseases, including macular degeneration, diabetic retinopathy, retinal detachment, retinal tears, uveitis, and retinal vein occlusion. Known for his gentle approach and clinical precision, he combines compassion with the latest medical innovations to protect and preserve your vision. Dr. Ng’s goal is to help each patient feel heard, valued, and confident in their care."</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 38 reviews: Google 25. (Confirmed, read October 22, 2026.)</p>
<p>The practice is noted for its gentle approach to eye injections and strong patient communication, though some feel rushed during consultations. (AI guess, from 38 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Gentle eye injections</li>
<li>Thorough explanations of conditions</li>
<li>Quick procedure times</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Rushed consultations after diagnosis</li>
<li>Lack of detailed information provided</li>
</ul>
<h4>Press</h4>
<p>No press story about Caleb Ng 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-caleb-ng">
<h3>Recent updates from Caleb Ng</h3>
<p>Caleb Ng hasn't posted an update here yet.</p>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>anything people actually moan about here?</h4>
<p>No answer yet</p>
<h4>Open Saturdays here?</h4>
<p>No answer yet</p>
<h4>Busiest day at Caleb Ng, anyone know?</h4>
<p>No answer yet</p>
<h4>Turning up here for the first time, what happens?</h4>
<p>No answer yet</p>
<h4>never been to Caleb Ng in Upland, how does it go?</h4>
<p>No answer yet</p>
<h4>who actually does the work here?</h4>
<p>No answer yet</p>
<h4>does Caleb Ng take insurance or is it all out of pocket?</h4>
<p>No answer yet</p>
<h4>Training and licences at Caleb Ng?</h4>
<p>No answer yet</p>
<h4>booked my first appointment here, how does it go</h4>
<p>No answer yet</p>
<h4>genuinely, what is good about this one</h4>
<p>No answer yet</p>
<h4>what else is on 13th around Caleb Ng?</h4>
<p>No answer yet</p>
<h4>real doctors here, or is it beauticians</h4>
<p>No answer yet</p>
<h4>how much is a first visit around here</h4>
<p>No answer yet</p>
<h4>Do they post anywhere?</h4>
<p>No answer yet</p>
<h4>is there a rewards thing here</h4>
<p>No answer yet</p>
<h4>trying to book here, how long is the wait?</h4>
<p>No answer yet</p>
<h4>best ophthalmologist in Upland, CA</h4>
<p>No answer yet</p>
<h4>any last minute appts at Caleb Ng?</h4>
<p>No answer yet</p>
<h4>which one, Caleb Ng or Andrea Ching?</h4>
<p>No answer yet</p>
<h4>anyone here people keep going back to?</h4>
<p>No answer yet</p>
</section>
<section id="ai-what-ai-gets-wrong">
<h3>What AI gets wrong about Caleb Ng</h3>
<p>We ask Gemini and ChatGPT about Caleb Ng. These are the answers that disagree with the record.</p>
<p>ChatGPT and Gemini, read by Local AI Registry on Oct 22, 2026.</p>
<p>No capture has disagreed with the record yet.</p>
</section>
<section id="ai-score">
<h3>The AI Score: 56 of 100</h3>
<p>The AI Score measures how likely AI engines are to recommend a business, and how accurately. Upland eye care centers run 26 to 62. Fair starts at 45, good at 65. Caleb Ng scores 56, above the Upland average of 42. 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">Caleb Ng</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>40</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>Not read yet</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Nobody at all was recommended in the 2 answers we hold, so there is nothing to score.</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>88</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Good</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>61</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td>Fair</td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>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>49</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>81</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-eye-care-center">
<h3>How AI decides what to tell you about an eye care center</h3>
<p>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.</p>
<p>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.</p>
<p>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."</p>
</section>
<section id="ai-how-to-choose-an-eye-care-center-in-california-with-or-without-ai">
<h3>How to choose an eye care center in California, with or without AI</h3>
<p>A few checks take ten minutes and matter more than any rating. This is general information, not medical advice.</p>
<ul>
<li>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.</li>
<li>Ask who does the injections, and check that person's license.</li>
<li>Ask for the price per unit of Botox and per syringe of filler, not per area.</li>
<li>Read reviews that name a provider and a treatment. Vague praise is easy to fake.</li>
<li>Check that the hours and phone number match on Google, Yelp and the website. Mismatches are how people end up at a locked door.</li>
<li>Ask whether they dissolve filler and when they would tell you not to add more.</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 Caleb Ng 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 Caleb Ng</th></tr></thead>
<tbody>
<tr><td>Caleb Ng, MD</td><td>MedicalBusiness</td><td>#business</td><td>https://www.pacificeyemd.com/doctors/caleb-chin-tao-ng-md/</td><td>Subject of this page</td></tr>
<tr><td>Upland, California</td><td>City</td><td>#city</td><td>Nothing found</td><td>City Caleb Ng 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 eye care centers in Upland, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Upland: https://localairegistry.com/leaderboards/ca/upland/eye-care-center</li>
<li>Best businesses in Upland: https://localairegistry.com/leaderboards/ca/upland</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 Caleb Ng, 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:ChIJ35QMIdg3w4ARq4owrcRyAPk (accessed Oct 22, 2026)</li>
</ul>
</section>
</article>
</main>
</body>
</html>This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.