# 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)