the good stuff about David A, what is it?
Question · by saving_up_in_mv · Member since Jul 2026 · 3 posts · 2w2 weeks ago
Dermatologist in Mill Valley, CA
4.8 · 106 reviewsOpens today at 8:30 AMOpens today at 8:30 AM
Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Replies to reviews · 37 years in business
ConfirmedVisitor submittedAI guess
Updated Oct 18, 2026Last activity 17 days ago, a question from undecided_mabel.
18 asked · 0 answered by David A
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Question · 7w7 weeks ago
What David A offers, what it costs, and what people come for.
David A lists 18 services on its website. These are the 13 people ask about most, with how many reviews mention each.
No code detected[Photo 1]
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Robata Grill & Sushi is a Japanese restaurant a 1 minute walk for food.
Nearby places from Google Maps, read Oct 26, 2026.
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.
What reviews, press and directories say about David A.
4.8from 106 reviews on Google
The practice is noted for its thoroughness and expertise, particularly in cosmetic dermatology, but some patients report issues with product upselling. Patients describe a welcoming and professional environment at this dermatology practice, with a focus on thorough consultations and personalized care. Many appreciate the collaborative approach to treatment, especially for skin conditions like acne and rosacea, and the office's clean, comfortable setting enhances the overall experience.
The AI Score is out of 100, read from 8 signals across search and AI.
Signal and how much it countsDavid A
Every business is scored the same way, and nobody can pay for a better score.
David A, as AI sees it. Blue signals help David A, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about David A. The code version is exactly what their crawlers get.
Local AI Registry · Dermatologists in Mill Valley, CA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated October 18, 2026.
Published October 18, 2026 · Updated October 18, 2026 · Machine-readable version below
David A Laub MD is a dermatologist in Mill Valley, CA. Its AI Score is 44 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Dermatologist |
| Address | 591 Redwood Hwy, Mill Valley, CA 94941, USA |
| Hours | Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun |
| Phone | (415) 381-6661 |
| Rating | 4.8 across 106 reviews on Google |
| Updated | October 18, 2026 |
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 | 591 Redwood Hwy, Mill Valley, CA 94941, USA | Confirmed | Google Business Profile |
| Location info | Description | Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:30 AM to 12:00 PM, 1:30 to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Mondays | 8:30 AM to 12:00 PM, 1:30 to 5:00 PM | Confirmed | Google Business Profile |
| Location info | Name | David A Laub MD | Confirmed | Google Business Profile |
| Location info | Phone | (415) 381-6661 | Confirmed | Google Business Profile |
| Hours | Monday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Acne treament | From their website | Business website |
| Services | Service | Acne treatment | AI guess | |
| Services | Service | Blue light therapy | AI guess | |
| Services | Service | Blu u blue light therapy | From their website | Business website |
| Services | Service | Chemical peel | From their website | Business website |
| Services | Service | CoolSculpting | From their website | Business website |
| Services | Service | Facial fillers | From their website | Business website |
| Services | Service | Facial veins | From their website | Business website |
| Services | Service | Fractional skin resurfacing | From their website | Business website |
| Services | Service | Laser hair removal | From their website | Business website |
| Services | Service | Laser skin resurfacing | From their website | Business website |
| Services | Service | Moles | From their website | Business website |
| Services | Service | Photodynamic rejuvenation | From their website | Business website |
| Services | Service | Plated skin science | From their website | Business website |
| Services | Service | Sclerotherapy for leg veins | AI guess | |
| Services | Service | Sclerotherapy leg veins | From their website | Business website |
| Services | Service | Skin better science | From their website | Business website |
| Services | Service | Skin cancer self check | From their website | Business website |
| Services | Service | Skincare marketplace | From their website | Business website |
| Services | Service | Thermage skin tightening | From their website | Business website |
| Services | Service | Vbeam laser | From their website | Business website |
| Links | https://facebook.com/laubdermatology | AI guess | Our record | |
| Links | https://instagram.com/laubdermatology | AI guess | Our record | |
| Links | Website | https://laubdermatology.com/ | Confirmed | Google Business Profile |
| Details | Opening date | 1988 | Confirmed | Google Business Profile |
These are the 18 services David A offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| Vbeam laser | From their website | |||
| Thermage skin tightening | From their website | |||
| Blu u blue light therapy | From their website | |||
| Photodynamic rejuvenation | From their website | |||
| Fractional skin resurfacing | From their website | |||
| Plated skin science | From their website | |||
| Chemical peel | From their website | |||
| Sclerotherapy leg veins | From their website | |||
| Laser hair removal | From their website | |||
| Skin cancer self check | From their website | |||
| Facial fillers | From their website | |||
| Laser skin resurfacing | From their website | |||
| Moles | From their website | |||
| Skin better science | From their website | |||
| Skincare marketplace | From their website | |||
| Acne treament | From their website | |||
| CoolSculpting | From their website | |||
| Facial veins | From their website |
Address: 591 Redwood Hwy, Mill Valley, CA 94941, USA. Phone: (415) 381-6661. Hours: Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you."
| Place | Type | Distance |
|---|---|---|
| Robata Grill & Sushi | Japanese restaurant | 1 min walk |
| Parking lot | Parking lot | 1 min walk |
| Redwood Frontage Rd At Seminary | Bus stop | 2 min walk |
| Redwood Hwy Frontage Rd & Hwy 101 | Bus stop | 2 min walk |
| Seminary Drive Park and Ride - West Lot | Park & ride | 2 min walk |
| Hwy 101 @ Seminary Dr Bus Pad | Bus stop | 2 min walk |
4.8 average across 106 reviews: Google 106. (Confirmed, read October 18, 2026.)
The practice is noted for its thoroughness and expertise, particularly in cosmetic dermatology, but some patients report issues with product upselling. (AI guess, from 106 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Mill Valley dermatologists run 32 to 52. Fair starts at 45, good at 65. David A scores 44. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | David A |
|---|---|---|---|---|
| Retrieval grounding | 26 | 25 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 41 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | ||
| Reviews & response | 12 | 83 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good |
| Backlink & citation authority | 8 | 56 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 44 | Core Web Vitals at the 75th percentile, on a real phone. | Poor |
| Content freshness & schema | 5 | 60 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |
Full method: https://localairegistry.com/methodology
How AI decides what to say about a dermatologist: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa
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 David A |
|---|---|---|---|---|
| David A Laub MD | MedicalBusiness | #business | https://laubdermatology.com/ | Subject of this page |
| Chemical peel | MedicalProcedure | #service-chemical-peel | https://en.wikipedia.org/wiki/Chemical_peel | Service offered |
| Laser hair removal | MedicalProcedure | #service-laser-hair-removal | https://en.wikipedia.org/wiki/Laser_hair_removal | Service offered |
| Mill Valley, California | City | #city | City David A is in | |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |
Where this page sits in the registry. It's one profile among the dermatologists in Mill Valley, linked to the lists and towns around it.
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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# David A Laub MD, Mill Valley CA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ca/mill-valley/david-a-laub-md-mill-valley-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-18. Canonical: https://localairegistry.com/biz/ca/mill-valley/david-a-laub-md-mill-valley-ca ## Photos -  -  -  -  -  ## In short David A Laub MD is a dermatologist in Mill Valley, CA. Its AI Score is 44 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Dermatologist | | Address | 591 Redwood Hwy, Mill Valley, CA 94941, USA | | Hours | Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun | | Phone | (415) 381-6661 | | Rating | 4.8 across 106 reviews on Google | | Updated | October 18, 2026 | ## 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 | 591 Redwood Hwy, Mill Valley, CA 94941, USA | Confirmed | Google Business Profile | | Location info | Description | Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:30 AM to 12:00 PM, 1:30 to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Mondays | 8:30 AM to 12:00 PM, 1:30 to 5:00 PM | Confirmed | Google Business Profile | | Location info | Name | David A Laub MD | Confirmed | Google Business Profile | | Location info | Phone | (415) 381-6661 | Confirmed | Google Business Profile | | Hours | Monday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Services | Service | Acne treament | From their website | Business website | | Services | Service | Acne treatment | AI guess | | | Services | Service | Blue light therapy | AI guess | | | Services | Service | Blu u blue light therapy | From their website | Business website | | Services | Service | Chemical peel | From their website | Business website | | Services | Service | CoolSculpting | From their website | Business website | | Services | Service | Facial fillers | From their website | Business website | | Services | Service | Facial veins | From their website | Business website | | Services | Service | Fractional skin resurfacing | From their website | Business website | | Services | Service | Laser hair removal | From their website | Business website | | Services | Service | Laser skin resurfacing | From their website | Business website | | Services | Service | Moles | From their website | Business website | | Services | Service | Photodynamic rejuvenation | From their website | Business website | | Services | Service | Plated skin science | From their website | Business website | | Services | Service | Sclerotherapy for leg veins | AI guess | | | Services | Service | Sclerotherapy leg veins | From their website | Business website | | Services | Service | Skin better science | From their website | Business website | | Services | Service | Skin cancer self check | From their website | Business website | | Services | Service | Skincare marketplace | From their website | Business website | | Services | Service | Thermage skin tightening | From their website | Business website | | Services | Service | Vbeam laser | From their website | Business website | | Links | Facebook | https://facebook.com/laubdermatology | AI guess | Our record | | Links | Instagram | https://instagram.com/laubdermatology | AI guess | Our record | | Links | Website | https://laubdermatology.com/ | Confirmed | Google Business Profile | | Details | Opening date | 1988 | Confirmed | Google Business Profile | ## Services and prices These are the 18 services David A offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | Vbeam laser | | | | From their website | | Thermage skin tightening | | | | From their website | | Blu u blue light therapy | | | | From their website | | Photodynamic rejuvenation | | | | From their website | | Fractional skin resurfacing | | | | From their website | | Plated skin science | | | | From their website | | Chemical peel | | | | From their website | | Sclerotherapy leg veins | | | | From their website | | Laser hair removal | | | | From their website | | Skin cancer self check | | | | From their website | | Facial fillers | | | | From their website | | Laser skin resurfacing | | | | From their website | | Moles | | | | From their website | | Skin better science | | | | From their website | | Skincare marketplace | | | | From their website | | Acne treament | | | | From their website | | CoolSculpting | | | | From their website | | Facial veins | | | | From their website | ### Known for Share your review link so AI can say what you're known for ## The team Add your team so AI can name who works here ## Visiting David A Address: 591 Redwood Hwy, Mill Valley, CA 94941, USA. Phone: (415) 381-6661. Hours: Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you." ### Parking and getting in Add your parking so AI can tell people where to park Add how to find your door so AI can walk people in ### Nearby | Place | Type | Distance | | --- | --- | --- | | Robata Grill & Sushi | Japanese restaurant | 1 min walk | | Parking lot | Parking lot | 1 min walk | | Redwood Frontage Rd At Seminary | Bus stop | 2 min walk | | Redwood Hwy Frontage Rd & Hwy 101 | Bus stop | 2 min walk | | Seminary Drive Park and Ride - West Lot | Park & ride | 2 min walk | | Hwy 101 @ Seminary Dr Bus Pad | Bus stop | 2 min walk | ## Reputation 4.8 average across 106 reviews: Google 106. (Confirmed, read October 18, 2026.) The practice is noted for its thoroughness and expertise, particularly in cosmetic dermatology, but some patients report issues with product upselling. (AI guess, from 106 reviews.) ### What people like - Thorough consultations for skin concerns - Effective treatment for rosacea - Expertise with Vbeam - Natural results from cosmetic procedures - Friendly and efficient staff ### What people do not like - Push for expensive skincare products - Misdiagnosis and sanitation concerns - Long waits past appointment time ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### anywhere on Redwood to sit while I wait ### the good stuff about David A, what is it? ### best dermatologist in Mill Valley, CA ### is Aesthetic Dermatology any better ### consult at David A, what do I need to bring? ### points or member pricing here, worth signing up? ### anything new from David A lately? ### Busiest day at David A, anyone know? ### trying to book here, how long is the wait? ### who is actually holding the needle at David A? ### are prices in Mill Valley higher than everywhere else ### bad experiences here, anyone? ### can I ask for numbing at David A without it being weird? ### do they shut Saturdays ### credentials of whoever treats you at David A? ### Turning up at David A for the first time, what happens? ### never been to David A in Mill Valley, how does it go? ### Staff here, who does what? ### Aftercare here, what does it involve? ### What dermatologist questions is Mill Valley asking AI most? ## The AI Score: 44 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Mill Valley dermatologists run 32 to 52. Fair starts at 45, good at 65. David A scores 44. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | David A | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 25 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor | | Off-property attestation | 20 | 41 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | | | Reviews & response | 12 | 83 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Good | | Backlink & citation authority | 8 | 56 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 84 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 44 | Core Web Vitals at the 75th percentile, on a real phone. | Poor | | Content freshness & schema | 5 | 60 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair | Full method: https://localairegistry.com/methodology How AI decides what to say about a dermatologist: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa ## 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 David A | | --- | --- | --- | --- | --- | | David A Laub MD | MedicalBusiness | #business | https://laubdermatology.com/ | Subject of this page | | Chemical peel | MedicalProcedure | #service-chemical-peel | https://en.wikipedia.org/wiki/Chemical_peel | Service offered | | Laser hair removal | MedicalProcedure | #service-laser-hair-removal | https://en.wikipedia.org/wiki/Laser_hair_removal | Service offered | | Mill Valley, California | City | #city | | City David A is in | | Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page | | Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page | ## Topical map Where this page sits in the registry. It's one profile among the dermatologists in Mill Valley, linked to the lists and towns around it. ### Lists - Best dermatologists in Mill Valley: https://localairegistry.com/leaderboards/ca/mill-valley/dermatologist - Best businesses in Mill Valley: https://localairegistry.com/leaderboards/ca/mill-valley ### Nearby - /san-jose: https://localairegistry.com/leaderboards/ca/san-jose - /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles - /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco - /san-diego: https://localairegistry.com/leaderboards/ca/san-diego - /irvine: https://localairegistry.com/leaderboards/ca/irvine - /mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view ### Every list - Every leaderboard in California: https://localairegistry.com/leaderboards/ca ## References ### Sources cited - [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJ84-pY0mFhYAR4XUvh0kHVrE (accessed Oct 18, 2026) - [2] laubdermatology.com, https://laubdermatology.com/medical-dermatology/acne-treament/ (accessed Oct 26, 2026) - [3] laubdermatology.com, https://laubdermatology.com/aesthetics/thermage-skin-tightening/ (accessed Oct 26, 2026) - [4] laubdermatology.com, https://laubdermatology.com/laser-light/vbeam-laser/ (accessed Oct 26, 2026) - [5] laubdermatology.com, https://laubdermatology.com/laser-light/blu-u-blue-light-therapy/ (accessed Oct 26, 2026) - [6] laubdermatology.com, https://laubdermatology.com/aesthetics/chemical-peel/ (accessed Oct 26, 2026) - [7] laubdermatology.com, https://laubdermatology.com/aesthetics/cool-sculpting/ (accessed Oct 26, 2026) - [8] laubdermatology.com, https://laubdermatology.com/aesthetics/facial-fillers/ (accessed Oct 26, 2026) - [9] laubdermatology.com, https://laubdermatology.com/laser-light/facial-veins/ (accessed Oct 26, 2026) - [10] laubdermatology.com, https://laubdermatology.com/laser-light/fractional-skin-resurfacing/ (accessed Oct 26, 2026) - [11] laubdermatology.com, https://laubdermatology.com/laser-light/laser-hair-removal/ (accessed Oct 26, 2026) - [12] laubdermatology.com, https://laubdermatology.com/laser-light/laser-skin-resurfacing/ (accessed Oct 26, 2026) - [13] laubdermatology.com, https://laubdermatology.com/medical-dermatology/moles/ (accessed Oct 26, 2026) - [14] laubdermatology.com, https://laubdermatology.com/laser-light/photodynamic-rejuvenation/ (accessed Oct 26, 2026) - [15] laubdermatology.com, https://laubdermatology.com/skin-care/plated-skin-science/ (accessed Oct 26, 2026) - [16] laubdermatology.com, https://laubdermatology.com/aesthetics/sclerotherapy/ (accessed Oct 26, 2026) - [17] laubdermatology.com, https://laubdermatology.com/skin-care/skin-better-science/ (accessed Oct 26, 2026) - [18] laubdermatology.com, https://laubdermatology.com/skin-cancer-self-check/ (accessed Oct 26, 2026) - [19] laubdermatology.com, https://laubdermatology.com/skincare-marketplace/ (accessed Oct 26, 2026) - [20] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 18, 2026, https://localairegistry.com/methodology (accessed Oct 26, 2026)
The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers
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.
You're free to copy anything on this page, as long as you keep the reference links. How to copy it or link to it
The whole page exactly as crawlers get it: head tags, one connected JSON-LD graph, and every section in semantic HTML.
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</head>
<body>
<main>
<article>
<header>
<p>Local AI Registry · Dermatologists in Mill Valley, CA · Editorial</p>
<h2>David A Laub MD, Mill Valley CA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated October 18, 2026.</p>
<p>Published October 18, 2026 · Updated October 18, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>David A Laub MD is a dermatologist in Mill Valley, CA. Its AI Score is 44 of 100, which is poor.</p>
<p>What each mark on this page means: https://localairegistry.com/methodology#marks</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>Dermatologist</td></tr>
<tr><td>Address</td><td>591 Redwood Hwy, Mill Valley, CA 94941, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(415) 381-6661</td></tr>
<tr><td>Rating</td><td>4.8 across 106 reviews on Google</td></tr>
<tr><td>Updated</td><td>October 18, 2026</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>591 Redwood Hwy, Mill Valley, CA 94941, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:30 AM to 12:00 PM, 1:30 to 5:00 PM · Sat to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Mondays</td><td>8:30 AM to 12:00 PM, 1:30 to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>David A Laub MD</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(415) 381-6661</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:30 AM to 12:00 PM and 1:30 AM to 5:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>Acne treament</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Acne treatment</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Blue light therapy</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Blu u blue light therapy</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Chemical peel</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>CoolSculpting</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Facial fillers</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Facial veins</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Fractional skin resurfacing</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Laser hair removal</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Laser skin resurfacing</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Moles</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Photodynamic rejuvenation</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Plated skin science</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Sclerotherapy for leg veins</td><td>AI guess</td><td></td></tr>
<tr><td>Services</td><td>Service</td><td>Sclerotherapy leg veins</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Skin better science</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Skin cancer self check</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Skincare marketplace</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Thermage skin tightening</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Vbeam laser</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Links</td><td>Facebook</td><td>https://facebook.com/laubdermatology</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://instagram.com/laubdermatology</td><td>AI guess</td><td>Our record</td></tr>
<tr><td>Links</td><td>Website</td><td>https://laubdermatology.com/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Details</td><td>Opening date</td><td>1988</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 18 services David A offers, with the price where we have one and where it came from.</p>
<table>
<thead><tr><th scope="col">Service</th><th scope="col">Price</th><th scope="col">Price mark</th><th scope="col">Price evidence</th><th scope="col">Service mark</th></tr></thead>
<tbody>
<tr><td>Vbeam laser</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Thermage skin tightening</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Blu u blue light therapy</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Photodynamic rejuvenation</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Fractional skin resurfacing</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Plated skin science</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Chemical peel</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Sclerotherapy leg veins</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Laser hair removal</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Skin cancer self check</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Facial fillers</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Laser skin resurfacing</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Moles</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Skin better science</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Skincare marketplace</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Acne treament</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>CoolSculpting</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Facial veins</td><td></td><td></td><td></td><td>From their website</td></tr>
</tbody>
</table>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
</section>
<section id="ai-visiting-david-a">
<h3>Visiting David A</h3>
<p>Address: 591 Redwood Hwy, Mill Valley, CA 94941, USA. Phone: (415) 381-6661. Hours: Mon to Fri 8:30 AM to 12 PM and 1:30 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Qualifications and experience provide you the highest quality of care. We know that you have a choice in medical care, and we take your trust in us very seriously. We pride ourselves on being highly educated and experienced in the most current choices of safe and reliable treatments and procedures. Our objective is to thoroughly evaluate, counsel and diagnose each individual in a comfortable, confidential and professional manner. Each person will receive customized treatment options designed to meet your individual needs. Dr. Laub has been serving the Marin County, Sonoma and San Francisco communities since 1988. We look forward to meeting you."</p>
<h4>Parking and getting in</h4>
<h4>Nearby</h4>
<table>
<thead><tr><th scope="col">Place</th><th scope="col">Type</th><th scope="col">Distance</th></tr></thead>
<tbody>
<tr><td>Robata Grill & Sushi</td><td>Japanese restaurant</td><td>1 min walk</td></tr>
<tr><td>Parking lot</td><td>Parking lot</td><td>1 min walk</td></tr>
<tr><td>Redwood Frontage Rd At Seminary</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Redwood Hwy Frontage Rd & Hwy 101</td><td>Bus stop</td><td>2 min walk</td></tr>
<tr><td>Seminary Drive Park and Ride - West Lot</td><td>Park & ride</td><td>2 min walk</td></tr>
<tr><td>Hwy 101 @ Seminary Dr Bus Pad</td><td>Bus stop</td><td>2 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.8 average across 106 reviews: Google 106. (Confirmed, read October 18, 2026.)</p>
<p>The practice is noted for its thoroughness and expertise, particularly in cosmetic dermatology, but some patients report issues with product upselling. (AI guess, from 106 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Thorough consultations for skin concerns</li>
<li>Effective treatment for rosacea</li>
<li>Expertise with Vbeam</li>
<li>Natural results from cosmetic procedures</li>
<li>Friendly and efficient staff</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Push for expensive skincare products</li>
<li>Misdiagnosis and sanitation concerns</li>
<li>Long waits past appointment time</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>anywhere on Redwood to sit while I wait</h4>
<h4>the good stuff about David A, what is it?</h4>
<h4>best dermatologist in Mill Valley, CA</h4>
<h4>is Aesthetic Dermatology any better</h4>
<h4>consult at David A, what do I need to bring?</h4>
<h4>points or member pricing here, worth signing up?</h4>
<h4>anything new from David A lately?</h4>
<h4>Busiest day at David A, anyone know?</h4>
<h4>trying to book here, how long is the wait?</h4>
<h4>who is actually holding the needle at David A?</h4>
<h4>are prices in Mill Valley higher than everywhere else</h4>
<h4>bad experiences here, anyone?</h4>
<h4>can I ask for numbing at David A without it being weird?</h4>
<h4>do they shut Saturdays</h4>
<h4>credentials of whoever treats you at David A?</h4>
<h4>Turning up at David A for the first time, what happens?</h4>
<h4>never been to David A in Mill Valley, how does it go?</h4>
<h4>Staff here, who does what?</h4>
<h4>Aftercare here, what does it involve?</h4>
<h4>What dermatologist questions is Mill Valley asking AI most?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 44 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Mill Valley dermatologists run 32 to 52. Fair starts at 45, good at 65. David A scores 44. 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">David A</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>25</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>Poor</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></td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td></td></tr>
<tr><td>Reviews & response</td><td>12</td><td>83</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>56</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>84</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>44</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Poor</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>60</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Fair</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about a dermatologist: https://localairegistry.com/methodology#how-ai-decides-med-spa. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-med-spa</p>
</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 David A</th></tr></thead>
<tbody>
<tr><td>David A Laub MD</td><td>MedicalBusiness</td><td>#business</td><td>https://laubdermatology.com/</td><td>Subject of this page</td></tr>
<tr><td>Chemical peel</td><td>MedicalProcedure</td><td>#service-chemical-peel</td><td>https://en.wikipedia.org/wiki/Chemical_peel</td><td>Service offered</td></tr>
<tr><td>Laser hair removal</td><td>MedicalProcedure</td><td>#service-laser-hair-removal</td><td>https://en.wikipedia.org/wiki/Laser_hair_removal</td><td>Service offered</td></tr>
<tr><td>Mill Valley, California</td><td>City</td><td>#city</td><td></td><td>City David A 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/steve-lee</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 dermatologists in Mill Valley, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best dermatologists in Mill Valley: https://localairegistry.com/leaderboards/ca/mill-valley/dermatologist</li>
<li>Best businesses in Mill Valley: https://localairegistry.com/leaderboards/ca/mill-valley</li>
</ul>
<h4>Nearby</h4>
<ul>
<li>/san-jose: https://localairegistry.com/leaderboards/ca/san-jose</li>
<li>/los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles</li>
<li>/san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco</li>
<li>/san-diego: https://localairegistry.com/leaderboards/ca/san-diego</li>
<li>/irvine: https://localairegistry.com/leaderboards/ca/irvine</li>
<li>/mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view</li>
</ul>
<h4>Every list</h4>
<ul>
<li>Every leaderboard in California: https://localairegistry.com/leaderboards/ca</li>
</ul>
</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:ChIJ84-pY0mFhYAR4XUvh0kHVrE (accessed Oct 18, 2026)</li>
<li>[2] laubdermatology.com, https://laubdermatology.com/medical-dermatology/acne-treament/ (accessed Oct 26, 2026)</li>
<li>[3] laubdermatology.com, https://laubdermatology.com/aesthetics/thermage-skin-tightening/ (accessed Oct 26, 2026)</li>
<li>[4] laubdermatology.com, https://laubdermatology.com/laser-light/vbeam-laser/ (accessed Oct 26, 2026)</li>
<li>[5] laubdermatology.com, https://laubdermatology.com/laser-light/blu-u-blue-light-therapy/ (accessed Oct 26, 2026)</li>
<li>[6] laubdermatology.com, https://laubdermatology.com/aesthetics/chemical-peel/ (accessed Oct 26, 2026)</li>
<li>[7] laubdermatology.com, https://laubdermatology.com/aesthetics/cool-sculpting/ (accessed Oct 26, 2026)</li>
<li>[8] laubdermatology.com, https://laubdermatology.com/aesthetics/facial-fillers/ (accessed Oct 26, 2026)</li>
<li>[9] laubdermatology.com, https://laubdermatology.com/laser-light/facial-veins/ (accessed Oct 26, 2026)</li>
<li>[10] laubdermatology.com, https://laubdermatology.com/laser-light/fractional-skin-resurfacing/ (accessed Oct 26, 2026)</li>
<li>[11] laubdermatology.com, https://laubdermatology.com/laser-light/laser-hair-removal/ (accessed Oct 26, 2026)</li>
<li>[12] laubdermatology.com, https://laubdermatology.com/laser-light/laser-skin-resurfacing/ (accessed Oct 26, 2026)</li>
<li>[13] laubdermatology.com, https://laubdermatology.com/medical-dermatology/moles/ (accessed Oct 26, 2026)</li>
<li>[14] laubdermatology.com, https://laubdermatology.com/laser-light/photodynamic-rejuvenation/ (accessed Oct 26, 2026)</li>
<li>[15] laubdermatology.com, https://laubdermatology.com/skin-care/plated-skin-science/ (accessed Oct 26, 2026)</li>
<li>[16] laubdermatology.com, https://laubdermatology.com/aesthetics/sclerotherapy/ (accessed Oct 26, 2026)</li>
<li>[17] laubdermatology.com, https://laubdermatology.com/skin-care/skin-better-science/ (accessed Oct 26, 2026)</li>
<li>[18] laubdermatology.com, https://laubdermatology.com/skin-cancer-self-check/ (accessed Oct 26, 2026)</li>
<li>[19] laubdermatology.com, https://laubdermatology.com/skincare-marketplace/ (accessed Oct 26, 2026)</li>
<li>[20] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 18, 2026, https://localairegistry.com/methodology (accessed Oct 26, 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.