is there a way to spread the cost here
Question · by i_iris_93635 · Member since Sep 2026 · 1 post · 7w7 weeks ago
Eye care center in Los Banos, CA
4.2 · 35 reviewsOpen today until 5 PMOpen until 5
Emerson Scott S OD, located at 1030 W I St in Los Banos, California, is a well-regarded optometry practice known for its friendly atmosphere and attentive care. With a rating of 4.2 from 35 reviews, many patients appreciate Dr. Emerson's approachable demeanor and thorough eye exams. While some feedback highlights concerns about staff interactions, particularly regarding customer service, the overall sentiment reflects a commitment to patient comfort and satisfaction. Families have found the office accommodating, making it a local choice for eye care needs.
Eligible to offer 20% cashback to customers who shop here.OrbitBack
Add your name so AI can say who owns the business
Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Nov 1, 2026Last activity 1 month ago, a question from may_regular_east.
6 asked · 0 answered by Emerson Scott S OD
Question · by i_iris_93635 · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by may_regular_east · Member since Jul 2026 · 98 posts · 7w7 weeks ago
Question · by i_fern · Member since Jul 2026 · 2 posts · 7w7 weeks ago
Question · by picky_on_i · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by los_banos_hazel · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by researching_on_i · Member since Sep 2026 · 2 posts · 8w8 weeks ago
What Emerson Scott S OD offers, what it costs, and what people come for.
No code detected[Photo 1]
No code detected[Photo 2]When it's quiet, where to park, and what's nearby.
Big Page Park, a park, is next door. Low banos, a american restaurant, is a 3 minute walk.
Nearby places from Google Maps, read Sep 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.
What reviews, press and directories say about Emerson Scott S OD.
4.2from 35 reviews on Google
Dr. Emerson is well-regarded for his care, but staff interactions can detract from the overall experience. Customer experiences at Emerson Scott S OD vary significantly, with some praising Dr. Emerson's professionalism and quick service, while others express frustration with rude staff, particularly Christina. The office has a mix of positive and negative interactions, leading to a somewhat inconsistent atmosphere for patients.
The AI Score is out of 100, read from 8 signals across search and AI.
53 Los Banos avg
Signal and how much it countsEmerson Scott S OD
Every business is scored the same way, and nobody can pay for a better score.
Emerson Scott S OD, as AI sees it. Blue signals help Emerson Scott S OD, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about Emerson Scott S OD. The code version is exactly what their crawlers get.
Local AI Registry · Eye care centers in Los Banos, CA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated November 1, 2026.
Published July 16, 2026 · Updated November 1, 2026 · Machine-readable version below
Emerson Scott S OD is an eye care center in Los Banos, CA. Its AI Score is 29 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Eye care center |
| Address | 1030 W I St, Los Banos, CA 93635, USA |
| Hours | Mon to Thu 8 AM to 5 PM · Closed Fri to Sun |
| Phone | (209) 826-2323 |
| Rating | 4.2 across 35 reviews on Google |
| Updated | November 1, 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 | 1030 W I St, Los Banos, CA 93635, USA | Confirmed | Google Business Profile |
| Location info | Description | 1030 W I St, Los Banos, CA 93635 | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Thu 8:00 AM to 5:00 PM · Fri to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | Emerson Scott S OD | Confirmed | Google Business Profile |
| Location info | Phone | (209) 826-2323 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | Closed | Confirmed | Google Business Profile |
| Hours | Saturday | Closed | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Team | Los Banos, CA | Confirmed | Google Business Profile |
1 person is named on this page.
| Field | Value | Mark | Evidence |
|---|
Address: 1030 W I St, Los Banos, CA 93635, USA. Phone: (209) 826-2323. Hours: Mon to Thu 8 AM to 5 PM · Closed Fri to Sun. (Confirmed, Google Business Profile.)
| Place | Type | Distance |
|---|---|---|
| Big Page Park | Park | 1 min walk |
| Low banos | American restaurant | 3 min walk |
| Los Banos Memorial Hospital (eastbound) | Bus stop | 5 min walk |
| Los Banos Memorial Hospital (westbound) | Bus stop | 5 min walk |
| Los Banos | Bus stop | 6 min walk |
| Colorado Park | Park | 6 min walk |
4.2 average across 35 reviews: Google 35. (Confirmed, read July 16, 2026.)
Dr. Emerson is well-regarded for his care, but staff interactions can detract from the overall experience. (AI guess, from 35 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Los Banos eye care centers run 29 to 64. Fair starts at 45, good at 65. Emerson Scott S OD scores 29, below the Los Banos average of 53. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | Emerson Scott S OD |
|---|---|---|---|---|
| Retrieval grounding | 26 | Does not apply | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | |
| Off-property attestation | 20 | 37 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 49 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Fair |
| Backlink & citation authority | 8 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | |
| Google Business Profile | 8 | 67 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | Does not apply | Core Web Vitals at the 75th percentile, on a real phone. | |
| Content freshness & schema | 5 | Does not apply | Crawl recency, intent alignment, valid JSON-LD, canonicals. |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery
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 Emerson Scott S OD |
|---|---|---|---|---|
| Emerson Scott S OD | MedicalBusiness | #business | Subject of this page | |
| Los Banos, CA | Person | #team-los-banos | ||
| Los Banos, California | City | #city | City Emerson Scott S OD 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 eye care centers in Los Banos, 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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}The article as plain text: the same headings, facts, marks and sources.
# Emerson Scott S OD, Los Banos CA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ca/los-banos/emerson-scott-s-od-los-banos-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-11-01. Canonical: https://localairegistry.com/biz/ca/los-banos/emerson-scott-s-od-los-banos-ca ## Photos -  -  ## In short Emerson Scott S OD is an eye care center in Los Banos, CA. Its AI Score is 29 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Eye care center | | Address | 1030 W I St, Los Banos, CA 93635, USA | | Hours | Mon to Thu 8 AM to 5 PM · Closed Fri to Sun | | Phone | (209) 826-2323 | | Rating | 4.2 across 35 reviews on Google | | Updated | November 1, 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 | 1030 W I St, Los Banos, CA 93635, USA | Confirmed | Google Business Profile | | Location info | Description | 1030 W I St, Los Banos, CA 93635 | Confirmed | Google Business Profile | | Location info | Hours | Mon to Thu 8:00 AM to 5:00 PM · Fri to Sun Closed | Confirmed | Google Business Profile | | Location info | Name | Emerson Scott S OD | Confirmed | Google Business Profile | | Location info | Phone | (209) 826-2323 | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 5:00 PM | Confirmed | Google Business Profile | | Hours | Friday | Closed | Confirmed | Google Business Profile | | Hours | Saturday | Closed | Confirmed | Google Business Profile | | Hours | Sunday | Closed | Confirmed | Google Business Profile | | Team | Los Banos, CA | | Confirmed | Google Business Profile | ## Services and prices Add your services so AI can say what you offer ### Known for Share your review link so AI can say what you're known for ## The team 1 person is named on this page. ### Los Banos, CA | Field | Value | Mark | Evidence | | --- | --- | --- | --- | ## Visiting Emerson Scott S OD Address: 1030 W I St, Los Banos, CA 93635, USA. Phone: (209) 826-2323. Hours: Mon to Thu 8 AM to 5 PM · Closed Fri to Sun. (Confirmed, Google Business Profile.) ### 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 | | --- | --- | --- | | Big Page Park | Park | 1 min walk | | Low banos | American restaurant | 3 min walk | | Los Banos Memorial Hospital (eastbound) | Bus stop | 5 min walk | | Los Banos Memorial Hospital (westbound) | Bus stop | 5 min walk | | Los Banos | Bus stop | 6 min walk | | Colorado Park | Park | 6 min walk | ## Reputation 4.2 average across 35 reviews: Google 35. (Confirmed, read July 16, 2026.) Dr. Emerson is well-regarded for his care, but staff interactions can detract from the overall experience. (AI guess, from 35 reviews.) ### What people like - Dr. Emerson's professionalism - Quick service for eye exams - Friendly and helpful staff ### What people do not like - Rude behavior from staff - Inconsistent customer service - Issues with warranty handling ### 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 ### where does this place post updates ### same day appts, does that ever happen here ### is there a way to spread the cost here ### torn between this place and Stanton? ### Fridays at Emerson Scott S OD, are they open? ### best optometrist in Los Banos ### Somewhere to park near Emerson Scott S OD? ### Downsides nobody puts in a five star review? ### Anything this place is known for doing well? ### anyone tell me what a consult here involves ### walk in here, or is it appointment only? ### what time does Emerson Scott S OD in Los Banos actually open? ### medical staff at Emerson Scott S OD, or is it techs? ### can I ask for numbing at Emerson Scott S OD without it being weird? ### people keep recommending Emerson Scott S OD, what for? ### going rate for eye doctors locally, any idea ### Why do people rate Emerson Scott S OD? ## The AI Score: 29 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Los Banos eye care centers run 29 to 64. Fair starts at 45, good at 65. Emerson Scott S OD scores 29, below the Los Banos average of 53. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | Emerson Scott S OD | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | Does not apply | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | | | Off-property attestation | 20 | 37 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor | | AI visibility | 14 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 49 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Fair | | Backlink & citation authority | 8 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 67 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | Does not apply | Core Web Vitals at the 75th percentile, on a real phone. | | | Content freshness & schema | 5 | Does not apply | Crawl recency, intent alignment, valid JSON-LD, canonicals. | | Full method: https://localairegistry.com/methodology How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery ## 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 Emerson Scott S OD | | --- | --- | --- | --- | --- | | Emerson Scott S OD | MedicalBusiness | #business | | Subject of this page | | Los Banos, CA | Person | #team-los-banos | | | | Los Banos, California | City | #city | | City Emerson Scott S OD 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 eye care centers in Los Banos, linked to the lists and towns around it. ### Lists - Best eye care centers in Los Banos: https://localairegistry.com/leaderboards/ca/los-banos/eye-care-center - Best businesses in Los Banos: https://localairegistry.com/leaderboards/ca/los-banos ### 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:ChIJp5-fQT1_kYARUFW9oTFUjXE (accessed Jul 16, 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
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<p>Local AI Registry · Eye care centers in Los Banos, CA · Editorial</p>
<h2>Emerson Scott S OD, Los Banos CA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated November 1, 2026.</p>
<p>Published July 16, 2026 · Updated November 1, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>Emerson Scott S OD is an eye care center in Los Banos, CA. Its AI Score is 29 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>Eye care center</td></tr>
<tr><td>Address</td><td>1030 W I St, Los Banos, CA 93635, USA</td></tr>
<tr><td>Hours</td><td>Mon to Thu 8 AM to 5 PM · Closed Fri to Sun</td></tr>
<tr><td>Phone</td><td>(209) 826-2323</td></tr>
<tr><td>Rating</td><td>4.2 across 35 reviews on Google</td></tr>
<tr><td>Updated</td><td>November 1, 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>1030 W I St, Los Banos, CA 93635, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>1030 W I St, Los Banos, CA 93635</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Thu 8:00 AM to 5:00 PM · Fri to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>Emerson Scott S OD</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(209) 826-2323</td><td>Confirmed</td><td>Google Business Profile</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</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</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</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</td></tr>
<tr><td>Hours</td><td>Friday</td><td>Closed</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>Team</td><td>Los Banos, CA</td><td></td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
<p>1 person is named on this page.</p>
<h4>Los Banos, CA</h4>
<table>
<thead><tr><th scope="col">Field</th><th scope="col">Value</th><th scope="col">Mark</th><th scope="col">Evidence</th></tr></thead>
<tbody>
</tbody>
</table>
</section>
<section id="ai-visiting-emerson-scott-s-od">
<h3>Visiting Emerson Scott S OD</h3>
<p>Address: 1030 W I St, Los Banos, CA 93635, USA. Phone: (209) 826-2323. Hours: Mon to Thu 8 AM to 5 PM · Closed Fri to Sun. (Confirmed, Google Business Profile.)</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>Big Page Park</td><td>Park</td><td>1 min walk</td></tr>
<tr><td>Low banos</td><td>American restaurant</td><td>3 min walk</td></tr>
<tr><td>Los Banos Memorial Hospital (eastbound)</td><td>Bus stop</td><td>5 min walk</td></tr>
<tr><td>Los Banos Memorial Hospital (westbound)</td><td>Bus stop</td><td>5 min walk</td></tr>
<tr><td>Los Banos</td><td>Bus stop</td><td>6 min walk</td></tr>
<tr><td>Colorado Park</td><td>Park</td><td>6 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.2 average across 35 reviews: Google 35. (Confirmed, read July 16, 2026.)</p>
<p>Dr. Emerson is well-regarded for his care, but staff interactions can detract from the overall experience. (AI guess, from 35 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Dr. Emerson's professionalism</li>
<li>Quick service for eye exams</li>
<li>Friendly and helpful staff</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Rude behavior from staff</li>
<li>Inconsistent customer service</li>
<li>Issues with warranty handling</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>where does this place post updates</h4>
<h4>same day appts, does that ever happen here</h4>
<h4>is there a way to spread the cost here</h4>
<h4>torn between this place and Stanton?</h4>
<h4>Fridays at Emerson Scott S OD, are they open?</h4>
<h4>best optometrist in Los Banos</h4>
<h4>Somewhere to park near Emerson Scott S OD?</h4>
<h4>Downsides nobody puts in a five star review?</h4>
<h4>Anything this place is known for doing well?</h4>
<h4>anyone tell me what a consult here involves</h4>
<h4>walk in here, or is it appointment only?</h4>
<h4>what time does Emerson Scott S OD in Los Banos actually open?</h4>
<h4>medical staff at Emerson Scott S OD, or is it techs?</h4>
<h4>can I ask for numbing at Emerson Scott S OD without it being weird?</h4>
<h4>people keep recommending Emerson Scott S OD, what for?</h4>
<h4>going rate for eye doctors locally, any idea</h4>
<h4>Why do people rate Emerson Scott S OD?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 29 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Los Banos eye care centers run 29 to 64. Fair starts at 45, good at 65. Emerson Scott S OD scores 29, below the Los Banos average of 53. 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">Emerson Scott S OD</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>Does not apply</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></td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>37</td><td>Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.</td><td>Poor</td></tr>
<tr><td>AI visibility</td><td>14</td><td>0</td><td>Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.</td><td>Poor</td></tr>
<tr><td>Reviews & response</td><td>12</td><td>49</td><td>The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.</td><td>Fair</td></tr>
<tr><td>Backlink & citation authority</td><td>8</td><td>Does not apply</td><td>Domain authority and editorial quality of the sources that attest to you.</td><td></td></tr>
<tr><td>Google Business Profile</td><td>8</td><td>67</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>Does not apply</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td></td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>Does not apply</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td></td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an eye care center: https://localairegistry.com/methodology#how-ai-decides-eye-surgery. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-eye-surgery</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 Emerson Scott S OD</th></tr></thead>
<tbody>
<tr><td>Emerson Scott S OD</td><td>MedicalBusiness</td><td>#business</td><td></td><td>Subject of this page</td></tr>
<tr><td>Los Banos, CA</td><td>Person</td><td>#team-los-banos</td><td></td><td></td></tr>
<tr><td>Los Banos, California</td><td>City</td><td>#city</td><td></td><td>City Emerson Scott S OD 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 eye care centers in Los Banos, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best eye care centers in Los Banos: https://localairegistry.com/leaderboards/ca/los-banos/eye-care-center</li>
<li>Best businesses in Los Banos: https://localairegistry.com/leaderboards/ca/los-banos</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:ChIJp5-fQT1_kYARUFW9oTFUjXE (accessed Jul 16, 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.