Local AI Registry

Natalie L. Hoshi, OD

Unclaimed

Eye care center in Diamond Bar, CA

5.0 · 3 reviewsOpens today at 9 AM

Add a description so AI can say what you do

Eligible to offer 20% cashback to customers who shop here.OrbitBack

AI ScoreChatGPT and Gemini didn't mention Natalie L.Scored from 8 signals across search and AI.
30Diamond Bar avg 310answered of 20100%would go back12updates, last 30 days

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Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open

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ConfirmedVisitor submittedAI guess

Updated Oct 22, 2026Last activity 11 days ago, a question from march_shopper_downtown.

Locals20Services21Team0VisitReputation3Updates0AI

Services

What Natalie L offers, what it costs, and what people come for.

The menu

  • Adrenal surgeryFrom their websiteOptometrist
  • Bloodless heart surgery transfusion freeFrom their websiteOptometrist
  • Arthroscopic surgeryFrom their websiteOptometrist
  • Blurred visionFrom their websiteOptometrist
  • Eye healthFrom their websiteOptometrist

Photos

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Team

Who you'll see, and whether their licenses check out.
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Today9 AM to 6 PM
MondaysClosed
ParkingAdd your parking so AI can tell people where to park
Phone(909) 861-4999

Reputation

What reviews, press and directories say about Natalie L.

Reviews

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5.0from 3 reviews on Google

Not enough review detail to summarise confidently. Not enough substantive reviews yet — the digital story for this business is still being written.

  • 5100%
  • 40%
  • 30%
  • 20%
  • 10%
Would go back100%100% of reviews give the visit 4 or 5 stars.Positive 100%, 4 or 5 stars · Neutral 0%, 3 stars · Negative 0%, 1 or 2 stars
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Press and awards

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Directories

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Updates

How AI sees Natalie L

The AI Score is out of 100, read from 8 signals across search and AI.

30out of 100

31 Diamond Bar avg

What the score is made of

Signal and how much it countsNatalie L

  • Retrieval grounding 26%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.0
  • Off-property attestation 20%Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.40
  • AI visibility 14%Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.
  • Reviews & response 12%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.43
  • Backlink & citation authority 8%Domain authority and editorial quality of the sources that attest to you.69
  • Google Business Profile 8%Required and recommended fields; update cadence. The listing AI pulls from first.79
  • Speed & mobile 7%Core Web Vitals at the 75th percentile, on a real phone.62
  • Content freshness & schema 5%Crawl recency, intent alignment, valid JSON-LD, canonicals.77

Every business is scored the same way, and nobody can pay for a better score.

Natalie L’s full AI report

See exactly what AI says about you, and how to get picked

Natalie LSpeed & mobileGoogle Business ProfileContent freshness & schemaBacklink & citation authorityRetrieval groundingReviews & responseOff-property attestationAI visibility

Natalie L, as AI sees it. Blue signals help Natalie L, and red ones hold it back.

  • The questions people ask Gemini and ChatGPT about eye care centers in Diamond Bar, and who they name instead of you
  • What AI gets wrong about you, next to what’s true
  • What to change first so AI names you
Claim free to get the report

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What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Natalie L. The code version is exactly what their crawlers get.

Local AI Registry · Eye care centers in Diamond Bar, CA · Editorial

Natalie L. Hoshi, OD, Diamond Bar CA: Reviews

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Updated October 22, 2026.

Published October 22, 2026 · Updated October 22, 2026 · Machine-readable version below

In short

Natalie L. Hoshi, OD is an eye care center in Diamond Bar, CA. Its AI Score is 30 of 100, which is poor.

What each mark on this page means: https://localairegistry.com/methodology#marks

Key facts

FactValue
TypeEye care center
Address1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USA
HoursClosed Mon · Tue to Fri 9 AM to 6 PM · Sat 8 AM to 2 PM · Closed Sun
Phone(909) 861-4999
Rating5.0 across 3 reviews on Google
UpdatedOctober 22, 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.

GroupFactValueMarkEvidence
Location infoAddress1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USAConfirmedGoogle Business Profile
Location infoDescription1255 S Diamond Bar Blvd, Diamond Bar, CA 91765ConfirmedGoogle Business Profile
Location infoHoursMon Closed · Tue to Fri 9:00 AM to 6:00 PM · Sat 8:00 AM to 2:00 PM · Sun ClosedConfirmedGoogle Business Profile
Location infoMondaysClosedConfirmedGoogle Business Profile
Location infoNameNatalie L. Hoshi, ODConfirmedGoogle Business Profile
Location infoPhone(909) 861-4999ConfirmedGoogle Business Profile
HoursMondayClosedConfirmedGoogle Business Profile
HoursTuesday9:00 AM to 6:00 PMConfirmedGoogle Business Profile
HoursWednesday9:00 AM to 6:00 PMConfirmedGoogle Business Profile
HoursThursday9:00 AM to 6:00 PMConfirmedGoogle Business Profile
HoursFriday9:00 AM to 6:00 PMConfirmedGoogle Business Profile
HoursSaturday8:00 AM to 2:00 PMConfirmedGoogle Business Profile
HoursSundayClosedConfirmedGoogle Business Profile
ServicesServiceAdrenal surgeryFrom their websiteBusiness website
ServicesServiceArthroscopic surgeryFrom their websiteBusiness website
ServicesServiceAstigmatismFrom their websiteBusiness website
ServicesServiceBloodless heart surgery transfusion freeFrom their websiteBusiness website
ServicesServiceBlurred visionFrom their websiteBusiness website
ServicesServiceContact lensesFrom their websiteBusiness website
ServicesServiceContact lens induced corneal edemaFrom their websiteBusiness website
ServicesServiceContact lens infectionsFrom their websiteBusiness website
ServicesServiceCorneal abrasionFrom their websiteBusiness website
ServicesServiceCorneal diseasesFrom their websiteBusiness website
ServicesServiceDiabetic eye examFrom their websiteBusiness website
ServicesServiceDiabetic retinopathyFrom their websiteBusiness website
ServicesServiceDry eyesFrom their websiteBusiness website
ServicesServiceEye healthFrom their websiteBusiness website
ServicesServiceEye strainFrom their websiteBusiness website
ServicesServiceKeratoconusFrom their websiteBusiness website
ServicesServiceLazy eyeFrom their websiteBusiness website
ServicesServiceLow vision therapyFrom their websiteBusiness website
ServicesServiceMacular degenerationFrom their websiteBusiness website
ServicesServiceMyopiaFrom their websiteBusiness website
ServicesServicePediatricsFrom their websiteBusiness website
LinksFacebookhttps://facebook.com/providenceAI guessOur record
LinksInstagramhttps://instagram.com/providencehealthsystemAI guessOur record
LinksWebsitehttps://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124ConfirmedGoogle Business Profile

Services and prices

These are the 21 services Natalie L offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
Adrenal surgeryFrom their website
Bloodless heart surgery transfusion freeFrom their website
Arthroscopic surgeryFrom their website
Blurred visionFrom their website
Eye healthFrom their website
Dry eyesFrom their website
Corneal abrasionFrom their website
PediatricsFrom their website
AstigmatismFrom their website
Contact lensesFrom their website
Contact lens induced corneal edemaFrom their website
Corneal diseasesFrom their website
Diabetic eye examFrom their website
Low vision therapyFrom their website
Macular degenerationFrom their website
MyopiaFrom their website
Eye strainFrom their website
Lazy eyeFrom their website
Diabetic retinopathyFrom their website
Contact lens infectionsFrom their website
KeratoconusFrom their website

Known for

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The team

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Visiting Natalie L

Address: 1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USA. Phone: (909) 861-4999. Hours: Closed Mon · Tue to Fri 9 AM to 6 PM · Sat 8 AM to 2 PM · Closed Sun. (Confirmed, Google Business Profile.)

Parking and getting in

Add your parking so AI can tell people where to parkAdd how to find your door so AI can walk people in

Nearby

PlaceTypeDistance
K-Tofu & Dim sum( Cheon Ha )Restaurant1 min walk
Wok RestaurantChinese restaurant1 min walk
The Submarine CrabSeafood restaurant1 min walk
Round Table PizzaPizza restaurant2 min walk
Febe coffeeCoffee shop3 min walk
El Pollo LocoMexican restaurant3 min walk

Reputation

5.0 average across 3 reviews: Google 3. (Confirmed, read October 22, 2026.)

Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)

Press

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Awards

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Directories

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Questions people ask

somewhere cheaper in Diamond Bar that is not a risk?

going to Natalie L on Saturday, what should I expect

Natalie L or Diamond Bar Optometric?

real doctors here, or is it beauticians

anything people actually moan about here?

does it hurt, and can you ask for numbing

Why do people rate this place?

consult here, what do I need to bring?

regulars here, who do you book with?

is there a rewards thing at Natalie L

where do I park at Natalie L?

same day appts, does that ever happen here

trying to avoid the rush, which day is quiet

what do I actually do when I get here?

who actually does the work here?

Turning up at Natalie L in Diamond Bar for the first time, what happens?

Training and licences at Natalie L?

financing at Natalie L, is there any?

anyone been on a Monday, were they trading

killing time on Diamond Bar, any ideas

The AI Score: 30 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Diamond Bar eye care centers run 22 to 48. Fair starts at 45, good at 65. Natalie L scores 30, below the Diamond Bar average of 31. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresNatalie L
Retrieval grounding260Whether 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 attestation2040Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility14Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.
Reviews & response1243The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.Poor
Backlink & citation authority869Domain authority and editorial quality of the sources that attest to you.Good
Google Business Profile879Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile762Core Web Vitals at the 75th percentile, on a real phone.Fair
Content freshness & schema577Crawl recency, intent alignment, valid JSON-LD, canonicals.Good

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.

EntityTypeID on this pageSame asRelationship to Natalie L
Natalie L. Hoshi, ODMedicalBusiness#businesshttps://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124Subject of this page
Diamond Bar, CaliforniaCity#cityCity Natalie L is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/team/steve-leeAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the eye care centers in Diamond Bar, linked to the lists and towns around it.

Lists

  • Best eye care centers in Diamond Bar: https://localairegistry.com/leaderboards/ca/diamond-bar/eye-care-center
  • Best businesses in Diamond Bar: https://localairegistry.com/leaderboards/ca/diamond-bar

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

Show references (6)

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJq6puBpIsw4AR8_OVg8lb7m8 (accessed Oct 22, 2026)
  • [2] providence.org, https://www.providence.org/services/adrenal-surgery (accessed Oct 26, 2026)
  • [3] providence.org, https://www.providence.org/services/arthroscopic-surgery (accessed Oct 26, 2026)
  • [4] providence.org, https://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124 (accessed Oct 26, 2026)
  • [5] providence.org, https://www.providence.org/services/bloodless-heart-surgery-transfusion-free (accessed Oct 26, 2026)
  • [6] providence.org, https://www.providence.org/services/pediatrics (accessed Oct 26, 2026)

The code behind this page

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.

1. HTTP response headers

Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.

HTTP/2 200
content-type: text/html; charset=utf-8
link: <https://localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca>; rel="canonical", <https://localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca.md>; rel="alternate"; type="text/markdown", <https://localairegistry.com/llms.txt>; rel="describedby"

2. Head tags

Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.

<meta charset="utf-8">
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<meta property="og:title" content="Natalie L. Hoshi, OD, Diamond Bar CA: Reviews">
<meta property="og:description" content="Eye care center in Diamond Bar, CA. 5.0 on Google from 3 reviews.">
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<meta name="ICBM" content="33.9995845, -117.8129397">
<meta name="geo.region" content="US-CA">
<meta name="geo.placename" content="Diamond Bar">

3. Structured data (JSON-LD)

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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4. Markdown copy of this page (natalie-l-hoshi-od-diamond-bar-ca.md)

The article as plain text: the same headings, facts, marks and sources.

# Natalie L. Hoshi, OD, Diamond Bar CA: Reviews

Source: Local AI Registry, https://localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-10-22.

Canonical: https://localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca

## In short

Natalie L. Hoshi, OD is an eye care center in Diamond Bar, CA. Its AI Score is 30 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 | 1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USA |
| Hours | Closed Mon · Tue to Fri 9 AM to 6 PM · Sat 8 AM to 2 PM · Closed Sun |
| Phone | (909) 861-4999 |
| Rating | 5.0 across 3 reviews on Google |
| Updated | October 22, 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 | 1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USA | Confirmed | Google Business Profile |
| Location info | Description | 1255 S Diamond Bar Blvd, Diamond Bar, CA 91765 | Confirmed | Google Business Profile |
| Location info | Hours | Mon Closed · Tue to Fri 9:00 AM to 6:00 PM · Sat 8:00 AM to 2:00 PM · Sun Closed | Confirmed | Google Business Profile |
| Location info | Mondays | Closed | Confirmed | Google Business Profile |
| Location info | Name | Natalie L. Hoshi, OD | Confirmed | Google Business Profile |
| Location info | Phone | (909) 861-4999 | Confirmed | Google Business Profile |
| Hours | Monday | Closed | Confirmed | Google Business Profile |
| Hours | Tuesday | 9:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 9:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 9:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 9:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | 8:00 AM to 2:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | Closed | Confirmed | Google Business Profile |
| Services | Service | Adrenal surgery | From their website | Business website |
| Services | Service | Arthroscopic surgery | From their website | Business website |
| Services | Service | Astigmatism | From their website | Business website |
| Services | Service | Bloodless heart surgery transfusion free | From their website | Business website |
| Services | Service | Blurred vision | From their website | Business website |
| Services | Service | Contact lenses | From their website | Business website |
| Services | Service | Contact lens induced corneal edema | From their website | Business website |
| Services | Service | Contact lens infections | From their website | Business website |
| Services | Service | Corneal abrasion | From their website | Business website |
| Services | Service | Corneal diseases | From their website | Business website |
| Services | Service | Diabetic eye exam | From their website | Business website |
| Services | Service | Diabetic retinopathy | From their website | Business website |
| Services | Service | Dry eyes | From their website | Business website |
| Services | Service | Eye health | From their website | Business website |
| Services | Service | Eye strain | From their website | Business website |
| Services | Service | Keratoconus | From their website | Business website |
| Services | Service | Lazy eye | From their website | Business website |
| Services | Service | Low vision therapy | From their website | Business website |
| Services | Service | Macular degeneration | From their website | Business website |
| Services | Service | Myopia | From their website | Business website |
| Services | Service | Pediatrics | From their website | Business website |
| Links | Facebook | https://facebook.com/providence | AI guess | Our record |
| Links | Instagram | https://instagram.com/providencehealthsystem | AI guess | Our record |
| Links | Website | https://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124 | Confirmed | Google Business Profile |


## Services and prices

These are the 21 services Natalie L offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Adrenal surgery |  |  |  | From their website |
| Bloodless heart surgery transfusion free |  |  |  | From their website |
| Arthroscopic surgery |  |  |  | From their website |
| Blurred vision |  |  |  | From their website |
| Eye health |  |  |  | From their website |
| Dry eyes |  |  |  | From their website |
| Corneal abrasion |  |  |  | From their website |
| Pediatrics |  |  |  | From their website |
| Astigmatism |  |  |  | From their website |
| Contact lenses |  |  |  | From their website |
| Contact lens induced corneal edema |  |  |  | From their website |
| Corneal diseases |  |  |  | From their website |
| Diabetic eye exam |  |  |  | From their website |
| Low vision therapy |  |  |  | From their website |
| Macular degeneration |  |  |  | From their website |
| Myopia |  |  |  | From their website |
| Eye strain |  |  |  | From their website |
| Lazy eye |  |  |  | From their website |
| Diabetic retinopathy |  |  |  | From their website |
| Contact lens infections |  |  |  | From their website |
| Keratoconus |  |  |  | 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 Natalie L

Address: 1255 S Diamond Bar Blvd, Diamond Bar, CA 91765, USA. Phone: (909) 861-4999. Hours: Closed Mon · Tue to Fri 9 AM to 6 PM · Sat 8 AM to 2 PM · Closed 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 |
| --- | --- | --- |
| K-Tofu & Dim sum( Cheon Ha ) | Restaurant | 1 min walk |
| Wok Restaurant | Chinese restaurant | 1 min walk |
| The Submarine Crab | Seafood restaurant | 1 min walk |
| Round Table Pizza | Pizza restaurant | 2 min walk |
| Febe coffee | Coffee shop | 3 min walk |
| El Pollo Loco | Mexican restaurant | 3 min walk |


## Reputation

5.0 average across 3 reviews: Google 3. (Confirmed, read October 22, 2026.)

Not enough review detail to summarise confidently. (AI guess, from 3 reviews.)


### 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


### somewhere cheaper in Diamond Bar that is not a risk?


### going to Natalie L on Saturday, what should I expect


### Natalie L or Diamond Bar Optometric?


### real doctors here, or is it beauticians


### anything people actually moan about here?


### does it hurt, and can you ask for numbing


### Why do people rate this place?


### consult here, what do I need to bring?


### regulars here, who do you book with?


### is there a rewards thing at Natalie L


### where do I park at Natalie L?


### same day appts, does that ever happen here


### trying to avoid the rush, which day is quiet


### what do I actually do when I get here?


### who actually does the work here?


### Turning up at Natalie L in Diamond Bar for the first time, what happens?


### Training and licences at Natalie L?


### financing at Natalie L, is there any?


### anyone been on a Monday, were they trading


### killing time on Diamond Bar, any ideas


## The AI Score: 30 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Diamond Bar eye care centers run 22 to 48. Fair starts at 45, good at 65. Natalie L scores 30, below the Diamond Bar average of 31. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Natalie L |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 0 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Poor |
| Off-property attestation | 20 | 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 |  | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. |  |
| Reviews & response | 12 | 43 | The star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim. | Poor |
| Backlink & citation authority | 8 | 69 | Domain authority and editorial quality of the sources that attest to you. | Good |
| Google Business Profile | 8 | 79 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 62 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 77 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |

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 Natalie L |
| --- | --- | --- | --- | --- |
| Natalie L. Hoshi, OD | MedicalBusiness | #business | https://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124 | Subject of this page |
| Diamond Bar, California | City | #city |  | City Natalie L 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 Diamond Bar, linked to the lists and towns around it.


### Lists

- Best eye care centers in Diamond Bar: https://localairegistry.com/leaderboards/ca/diamond-bar/eye-care-center
- Best businesses in Diamond Bar: https://localairegistry.com/leaderboards/ca/diamond-bar


### 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:ChIJq6puBpIsw4AR8_OVg8lb7m8 (accessed Oct 22, 2026)
- [2] providence.org, https://www.providence.org/services/adrenal-surgery (accessed Oct 26, 2026)
- [3] providence.org, https://www.providence.org/services/arthroscopic-surgery (accessed Oct 26, 2026)
- [4] providence.org, https://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124 (accessed Oct 26, 2026)
- [5] providence.org, https://www.providence.org/services/bloodless-heart-surgery-transfusion-free (accessed Oct 26, 2026)
- [6] providence.org, https://www.providence.org/services/pediatrics (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

References, including locals

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.

  1. somewhere cheaper in Diamond Bar that is not a risk? Question by march_shopper_downtown, Oct 22, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/somewhere-cheaper-in-diamond-bar-that-is-not-a-risk
  2. going to Natalie L on Saturday, what should I expect Question by wedding_clover, Oct 21, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/going-to-natalie-l-on-saturday-what-should-i-expect
  3. Natalie L or Diamond Bar Optometric? Question by runner_wilder, Oct 20, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/natalie-l-or-diamond-bar-optometric
  4. real doctors here, or is it beauticians Question by bar_van, Oct 16, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/real-doctors-here-or-is-it-beauticians
  5. anything people actually moan about here? Question by frames_wilder, Oct 16, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/anything-people-actually-moan-about-here
  6. does it hurt, and can you ask for numbing Question by autumn_shopper_uptown, Oct 14, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/does-it-hurt-and-can-you-ask-for-numbing
  7. Why do people rate this place? Question by summer_regular_west, Oct 14, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/why-do-people-rate-this-place
  8. consult here, what do I need to bring? Question by frames_iris, Oct 12, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/consult-here-what-do-i-need-to-bring
  9. regulars here, who do you book with? Question by spring_parent_uptown, Oct 10, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/regulars-here-who-do-you-book-with
  10. is there a rewards thing at Natalie L Question by lenses_sam, Oct 9, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/is-there-a-rewards-thing-at-natalie-l
  11. where do I park at Natalie L? Question by curious_hazel, Oct 8, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/where-do-i-park-at-natalie-l
  12. same day appts, does that ever happen here Question by holiday_lurker_downtown, Oct 5, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/same-day-appts-does-that-ever-happen-here
  13. trying to avoid the rush, which day is quiet Question by walk_in_anti_glare_91765, Oct 2, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/trying-to-avoid-the-rush-which-day-is-quiet
  14. what do I actually do when I get here? Question by lenses_zadie, Oct 1, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/what-do-i-actually-do-when-i-get-here
  15. who actually does the work here? Question by winter_local_east, Sep 29, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/who-actually-does-the-work-here
  16. Turning up at Natalie L in Diamond Bar for the first time, what happens? Question by lowkey_on_diamond, Sep 27, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/turning-up-at-natalie-l-in-diamond-bar-for-the-first-time-what-happens
  17. Training and licences at Natalie L? Question by spring_neighbor_south, Sep 23, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/training-and-licences-at-natalie-l
  18. financing at Natalie L, is there any? Question by tortoise_zadie, Sep 23, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/financing-at-natalie-l-is-there-any
  19. anyone been on a Monday, were they trading Question by no_rush_may_91765, Sep 18, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/anyone-been-on-a-monday-were-they-trading
  20. killing time on Diamond Bar, any ideas Question by cases_sage, Sep 18, 2026. localairegistry.com/biz/ca/diamond-bar/natalie-l-hoshi-od-diamond-bar-ca/q/killing-time-on-diamond-bar-any-ideas

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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.

  1. [1]VisitName, address, phone, hours and 2 other detailsGoogle Business Profile.Primary source · Accessed Oct 22, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJq6puBpIsw4AR8_OVg8lb7m8
  2. [2]ServicesAdrenal surgeryprovidence.org.Primary source · Accessed Oct 26, 2026 · https://www.providence.org/services/adrenal-surgery
  3. [3]ServicesArthroscopic surgeryprovidence.org.Primary source · Accessed Oct 26, 2026 · https://www.providence.org/services/arthroscopic-surgery
  4. [4]Services17 servicesprovidence.org.Primary source · Accessed Oct 26, 2026 · https://www.providence.org/doctors/optometry/ca/diamond-bar/natalie-hoshi-1053576124
  5. [5]ServicesBloodless heart surgery transfusion freeprovidence.org.Primary source · Accessed Oct 26, 2026 · https://www.providence.org/services/bloodless-heart-surgery-transfusion-free
  6. [6]ServicesPediatricsprovidence.org.Primary source · Accessed Oct 26, 2026 · https://www.providence.org/services/pediatrics