does this shop ever have cancellations
Question · by spring_shopper_north · Member since Jul 2026 · 92 posts · 7w7 weeks ago
Auto repair shop in La Habra, CA
4.9 · 433 reviewsOpens today at 8 AMOpens today at 8 AM
Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers.
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 · Add the year you opened so AI can say how long you've been open
ConfirmedVisitor submittedAI guess
Updated Sep 11, 2026Last activity 1 month ago, a question from spring_shopper_north.
5 asked · 0 answered by O.C. Automotive and Diagnostics
Question · by spring_shopper_north · Member since Jul 2026 · 92 posts · 7w7 weeks ago
Question · by birthday_reader_west · Member since Jul 2026 · 134 posts · 8w8 weeks ago
Question · by habra_iris · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by whittier_sam · Member since Jul 2026 · 2 posts · 7w7 weeks ago
Question · by winter_parent_uptown · Member since Jul 2026 · 83 posts · 8w8 weeks ago
What O.C. Automotive and Diagnostics offers, what it costs, and what people come for.
O.C. Automotive and Diagnostics lists 2 services on its website. Here's each one, with a plain description and how many reviews mention each.
No code detected[Photo 1]
No code detected[Photo 2]
No code detected[Photo 3]
No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Banquet Indian Food is an Indian restaurant a 1 minute walk away for a meal. Castañeda's Mexican Food is a Mexican restaurant a 3 minute walk away for a meal.
Nearby places from Google Maps, read Sep 19, 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 O.C. Automotive and Diagnostics.
4.9from 433 reviews on Google
O.C. Automotive and Diagnostics is distinguished by its commitment to transparency and customer education, though some customers report issues with service consistency. Customers appreciate the thoroughness and honesty of the staff at O.C. Automotive and Diagnostics, particularly praising Anthony and his team for their transparency and communication throughout the repair process. Many feel a sense of trust and loyalty, often returning for various vehicle services over the years.
Listed on 1 of the 20 directories AI reads.
The AI Score is out of 100, read from 8 signals across search and AI.
29 La Habra avg
Signal and how much it countsO.C. Automotive and Diagnostics
Every business is scored the same way, and nobody can pay for a better score.
O.C. Automotive and Diagnostics, as AI sees it. Blue signals help O.C. Automotive and Diagnostics, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about O.C. Automotive and Diagnostics. The code version is exactly what their crawlers get.
Local AI Registry · Auto repair shops in La Habra, CA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated September 11, 2026.
Published September 11, 2026 · Updated September 11, 2026 · Machine-readable version below
O.C. Automotive and Diagnostics is an auto repair shop in La Habra, CA. Its AI Score is 52 of 100, which is fair.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Auto repair shop |
| Address | 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA |
| Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun |
| Phone | (562) 448-3497 |
| Rating | 4.9 across 433 reviews on Google |
| Updated | September 11, 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 | 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA | Confirmed | Google Business Profile |
| Location info | Description | Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile |
| Location info | Name | O.C. Automotive and Diagnostics | Confirmed | Google Business Profile |
| Location info | Phone | (562) 448-3497 | 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 | 8:00 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 | Diagnostics | From their website | Business website |
| Services | Service | Repairs | From their website | Business website |
| Links | https://www.instagram.com/oc_auto_and_diag | Confirmed | Business website | |
| Links | Website | https://ocautoanddiag.com/ | Confirmed | Google Business Profile |
| Links | Yelp | https://www.yelp.com/biz/oc-automotive-and-diagnostics-la-habra | Confirmed | Business website |
These are the 2 services O.C. Automotive and Diagnostics offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| Diagnostics | From their website | |||
| Repairs | From their website |
Address: 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA. Phone: (562) 448-3497. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.)
From Google Business Profile: "Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers."
| Place | Type | Distance |
|---|---|---|
| Whittier-Monte Vista | Bus stop | 1 min walk |
| Banquet Indian Food and banquet hall | Indian restaurant | 1 min walk |
| Whittier-Monte Vista | Bus stop | 1 min walk |
| Castañeda's Mexican Food | Mexican restaurant | 3 min walk |
| Laura's Cafe & Bakery | Cafe | 4 min walk |
| Whittier-Walnut | Bus stop | 4 min walk |
4.9 average across 433 reviews: Google 433. (Confirmed, read September 11, 2026.)
O.C. Automotive and Diagnostics is distinguished by its commitment to transparency and customer education, though some customers report issues with service consistency. (AI guess, from 433 reviews.)
Listed on 1 of the 20 directories we checked.
| Directory | Listed |
|---|---|
| Alignable | Not listed |
| Angi | Not listed |
| BBB | Not listed |
| Brownbook | Not listed |
| Chamber of Commerce | Not listed |
| Cylex | Not listed |
| DexKnows | Not listed |
| Not listed | |
| Hotfrog | Not listed |
| Manta | Not listed |
| MapQuest | Not listed |
| MerchantCircle | Not listed |
| Nextdoor | Not listed |
| Superpages | Not listed |
| Thumbtack | Not listed |
| Trustpilot | Not listed |
| Tupalo | Not listed |
| Yellowbook | Not listed |
| Yellow Pages | Not listed |
| Yelp | Listed |
It measures how likely AI engines are to recommend a business, and how accurately. La Habra auto repair shops run 15 to 52. Fair starts at 45, good at 65. O.C. Automotive and Diagnostics scores 52, above the La Habra average of 29. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | O.C. Automotive and Diagnostics |
|---|---|---|---|---|
| Retrieval grounding | 26 | 50 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Fair |
| Off-property attestation | 20 | 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 | 21 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 95 | 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 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 | 88 | Core Web Vitals at the 75th percentile, on a real phone. | Good |
| Content freshness & schema | 5 | 80 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |
Full method: https://localairegistry.com/methodology
How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business
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 O.C. Automotive and Diagnostics |
|---|---|---|---|---|
| O.C. Automotive and Diagnostics | LocalBusiness | #business | https://ocautoanddiag.com/ | Subject of this page |
| La Habra, California | City | #city | City O.C. Automotive and Diagnostics 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 auto repair shops in La Habra, 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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# O.C. Automotive and Diagnostics, La Habra CA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ca/la-habra/o-c-automotive-and-diagnostics-la-habra-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-09-11. Canonical: https://localairegistry.com/biz/ca/la-habra/o-c-automotive-and-diagnostics-la-habra-ca ## Photos -  -  -  -  -  ## In short O.C. Automotive and Diagnostics is an auto repair shop in La Habra, CA. Its AI Score is 52 of 100, which is fair. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Auto repair shop | | Address | 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA | | Hours | Mon to Fri 8 AM to 5 PM · Closed Sat to Sun | | Phone | (562) 448-3497 | | Rating | 4.9 across 433 reviews on Google | | Updated | September 11, 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 | 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA | Confirmed | Google Business Profile | | Location info | Description | Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers. | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed | Confirmed | Google Business Profile | | Location info | Name | O.C. Automotive and Diagnostics | Confirmed | Google Business Profile | | Location info | Phone | (562) 448-3497 | 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 | 8:00 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 | Diagnostics | From their website | Business website | | Services | Service | Repairs | From their website | Business website | | Links | Instagram | https://www.instagram.com/oc_auto_and_diag | Confirmed | Business website | | Links | Website | https://ocautoanddiag.com/ | Confirmed | Google Business Profile | | Links | Yelp | https://www.yelp.com/biz/oc-automotive-and-diagnostics-la-habra | Confirmed | Business website | ## Services and prices These are the 2 services O.C. Automotive and Diagnostics offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | Diagnostics | | | | From their website | | Repairs | | | | 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 O.C. Automotive and Diagnostics Address: 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA. Phone: (562) 448-3497. Hours: Mon to Fri 8 AM to 5 PM · Closed Sat to Sun. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers." ### 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 | | --- | --- | --- | | Whittier-Monte Vista | Bus stop | 1 min walk | | Banquet Indian Food and banquet hall | Indian restaurant | 1 min walk | | Whittier-Monte Vista | Bus stop | 1 min walk | | Castañeda's Mexican Food | Mexican restaurant | 3 min walk | | Laura's Cafe & Bakery | Cafe | 4 min walk | | Whittier-Walnut | Bus stop | 4 min walk | ## Reputation 4.9 average across 433 reviews: Google 433. (Confirmed, read September 11, 2026.) O.C. Automotive and Diagnostics is distinguished by its commitment to transparency and customer education, though some customers report issues with service consistency. (AI guess, from 433 reviews.) ### What people like - Transparent communication about repairs - Warranty coverage on services - Timely completion of repairs ### What people do not like - Long waits for repairs - Inconsistent pricing and quotes - Issues with vehicle not being properly fixed - Poor follow-up on diagnostics - Unprofessional handling of appointments ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Listed on 1 of the 20 directories we checked. | Directory | Listed | | --- | --- | | Alignable | Not listed | | Angi | Not listed | | BBB | Not listed | | Brownbook | Not listed | | Chamber of Commerce | Not listed | | Cylex | Not listed | | DexKnows | Not listed | | Facebook | Not listed | | Hotfrog | Not listed | | Manta | Not listed | | MapQuest | Not listed | | MerchantCircle | Not listed | | Nextdoor | Not listed | | Superpages | Not listed | | Thumbtack | Not listed | | Trustpilot | Not listed | | Tupalo | Not listed | | Yellowbook | Not listed | | Yellow Pages | Not listed | | Yelp | Listed | ## Questions people ask ### does this shop ever have cancellations ### Ballpark for a visit to a mechanic in La Habra? ### what does this shop actually get right? ### anything new here lately? ### bad experiences at O.C. Automotive and Diagnostics, anyone? ### O.C. Automotive and Diagnostics or I V? ### On a budget in La Habra, is O.C. Automotive and Diagnostics the one? ### Are the hours on Google right for O.C. Automotive and Diagnostics in La Habra? ### planning a Saturday visit, is that a wasted trip ### best auto repair shop in La Habra ### killing time on Whittier, any ideas ### how do I reach O.C. Automotive and Diagnostics to sort something out? ### Finance options, anyone used them? ### where exactly is O.C. Automotive and Diagnostics? ### do I need to fill anything in beforehand ### worth it or not, what do the regulars say ## The AI Score: 52 of 100 It measures how likely AI engines are to recommend a business, and how accurately. La Habra auto repair shops run 15 to 52. Fair starts at 45, good at 65. O.C. Automotive and Diagnostics scores 52, above the La Habra average of 29. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | O.C. Automotive and Diagnostics | | --- | --- | --- | --- | --- | | Retrieval grounding | 26 | 50 | Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on. | Fair | | Off-property attestation | 20 | 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 | 21 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 95 | 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 | 53 | Domain authority and editorial quality of the sources that attest to you. | Fair | | Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good | | Speed & mobile | 7 | 88 | Core Web Vitals at the 75th percentile, on a real phone. | Good | | Content freshness & schema | 5 | 80 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good | Full method: https://localairegistry.com/methodology How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business ## 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 O.C. Automotive and Diagnostics | | --- | --- | --- | --- | --- | | O.C. Automotive and Diagnostics | LocalBusiness | #business | https://ocautoanddiag.com/ | Subject of this page | | La Habra, California | City | #city | | City O.C. Automotive and Diagnostics 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 auto repair shops in La Habra, linked to the lists and towns around it. ### Lists - Best auto repair shops in La Habra: https://localairegistry.com/leaderboards/ca/la-habra/auto-repair-shop - Best businesses in La Habra: https://localairegistry.com/leaderboards/ca/la-habra ### 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:ChIJFwTlUzHVwoARTgRlFcARyIM (accessed Sep 11, 2026) - [2] ocautoanddiag.com, https://www.ocautoanddiag.com/services/diagnostics (accessed Sep 19, 2026) - [3] ocautoanddiag.com, https://www.ocautoanddiag.com/services/repairs (accessed Sep 19, 2026) - [4] ocautoanddiag.com, https://ocautoanddiag.com/ (accessed Oct 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
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 · Auto repair shops in La Habra, CA · Editorial</p>
<h2>O.C. Automotive and Diagnostics, La Habra CA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated September 11, 2026.</p>
<p>Published September 11, 2026 · Updated September 11, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>O.C. Automotive and Diagnostics is an auto repair shop in La Habra, CA. Its AI Score is 52 of 100, which is fair.</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>Auto repair shop</td></tr>
<tr><td>Address</td><td>731 W Whittier Blvd Ste A, La Habra, CA 90631, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 5 PM · Closed Sat to Sun</td></tr>
<tr><td>Phone</td><td>(562) 448-3497</td></tr>
<tr><td>Rating</td><td>4.9 across 433 reviews on Google</td></tr>
<tr><td>Updated</td><td>September 11, 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>731 W Whittier Blvd Ste A, La Habra, CA 90631, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers.</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Hours</td><td>Mon to Fri 8:00 AM to 5:00 PM · Sat to Sun Closed</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>O.C. Automotive and Diagnostics</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(562) 448-3497</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>8:00 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>Diagnostics</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Services</td><td>Service</td><td>Repairs</td><td>From their website</td><td>Business website</td></tr>
<tr><td>Links</td><td>Instagram</td><td>https://www.instagram.com/oc_auto_and_diag</td><td>Confirmed</td><td>Business website</td></tr>
<tr><td>Links</td><td>Website</td><td>https://ocautoanddiag.com/</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Links</td><td>Yelp</td><td>https://www.yelp.com/biz/oc-automotive-and-diagnostics-la-habra</td><td>Confirmed</td><td>Business website</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 2 services O.C. Automotive and Diagnostics 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>Diagnostics</td><td></td><td></td><td></td><td>From their website</td></tr>
<tr><td>Repairs</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-o-c-automotive-and-diagnostics">
<h3>Visiting O.C. Automotive and Diagnostics</h3>
<p>Address: 731 W Whittier Blvd Ste A, La Habra, CA 90631, USA. Phone: (562) 448-3497. Hours: Mon to Fri 8 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: "Automotive maintenance and repair shop. We are honest, trustworthy and certified to handle the demands of today’s vehicles. We strive for top notch customer service with every visit and in between visits. Please call for an appointment today. We offer a variety of maintenance and repair services,smog checks, routine maintenance, check engine light diagnostics, drivability concerns, Intoxalock ignition interlock installations. Welcome to our family of satisfied customers."</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>Whittier-Monte Vista</td><td>Bus stop</td><td>1 min walk</td></tr>
<tr><td>Banquet Indian Food and banquet hall</td><td>Indian restaurant</td><td>1 min walk</td></tr>
<tr><td>Whittier-Monte Vista</td><td>Bus stop</td><td>1 min walk</td></tr>
<tr><td>Castañeda's Mexican Food</td><td>Mexican restaurant</td><td>3 min walk</td></tr>
<tr><td>Laura's Cafe & Bakery</td><td>Cafe</td><td>4 min walk</td></tr>
<tr><td>Whittier-Walnut</td><td>Bus stop</td><td>4 min walk</td></tr>
</tbody>
</table>
</section>
<section id="ai-reputation">
<h3>Reputation</h3>
<p>4.9 average across 433 reviews: Google 433. (Confirmed, read September 11, 2026.)</p>
<p>O.C. Automotive and Diagnostics is distinguished by its commitment to transparency and customer education, though some customers report issues with service consistency. (AI guess, from 433 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Transparent communication about repairs</li>
<li>Warranty coverage on services</li>
<li>Timely completion of repairs</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Long waits for repairs</li>
<li>Inconsistent pricing and quotes</li>
<li>Issues with vehicle not being properly fixed</li>
<li>Poor follow-up on diagnostics</li>
<li>Unprofessional handling of appointments</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
<p>Listed on 1 of the 20 directories we checked.</p>
<table>
<thead><tr><th scope="col">Directory</th><th scope="col">Listed</th></tr></thead>
<tbody>
<tr><td>Alignable</td><td>Not listed</td></tr>
<tr><td>Angi</td><td>Not listed</td></tr>
<tr><td>BBB</td><td>Not listed</td></tr>
<tr><td>Brownbook</td><td>Not listed</td></tr>
<tr><td>Chamber of Commerce</td><td>Not listed</td></tr>
<tr><td>Cylex</td><td>Not listed</td></tr>
<tr><td>DexKnows</td><td>Not listed</td></tr>
<tr><td>Facebook</td><td>Not listed</td></tr>
<tr><td>Hotfrog</td><td>Not listed</td></tr>
<tr><td>Manta</td><td>Not listed</td></tr>
<tr><td>MapQuest</td><td>Not listed</td></tr>
<tr><td>MerchantCircle</td><td>Not listed</td></tr>
<tr><td>Nextdoor</td><td>Not listed</td></tr>
<tr><td>Superpages</td><td>Not listed</td></tr>
<tr><td>Thumbtack</td><td>Not listed</td></tr>
<tr><td>Trustpilot</td><td>Not listed</td></tr>
<tr><td>Tupalo</td><td>Not listed</td></tr>
<tr><td>Yellowbook</td><td>Not listed</td></tr>
<tr><td>Yellow Pages</td><td>Not listed</td></tr>
<tr><td>Yelp</td><td>Listed</td></tr>
</tbody>
</table>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>does this shop ever have cancellations</h4>
<h4>Ballpark for a visit to a mechanic in La Habra?</h4>
<h4>what does this shop actually get right?</h4>
<h4>anything new here lately?</h4>
<h4>bad experiences at O.C. Automotive and Diagnostics, anyone?</h4>
<h4>O.C. Automotive and Diagnostics or I V?</h4>
<h4>On a budget in La Habra, is O.C. Automotive and Diagnostics the one?</h4>
<h4>Are the hours on Google right for O.C. Automotive and Diagnostics in La Habra?</h4>
<h4>planning a Saturday visit, is that a wasted trip</h4>
<h4>best auto repair shop in La Habra</h4>
<h4>killing time on Whittier, any ideas</h4>
<h4>how do I reach O.C. Automotive and Diagnostics to sort something out?</h4>
<h4>Finance options, anyone used them?</h4>
<h4>where exactly is O.C. Automotive and Diagnostics?</h4>
<h4>do I need to fill anything in beforehand</h4>
<h4>worth it or not, what do the regulars say</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 52 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. La Habra auto repair shops run 15 to 52. Fair starts at 45, good at 65. O.C. Automotive and Diagnostics scores 52, above the La Habra average of 29. 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">O.C. Automotive and Diagnostics</th></tr></thead>
<tbody>
<tr><td>Retrieval grounding</td><td>26</td><td>50</td><td>Whether you appear in the ranked results AI retrieves and cites: AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.</td><td>Fair</td></tr>
<tr><td>Off-property attestation</td><td>20</td><td>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>21</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>95</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>53</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>90</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>88</td><td>Core Web Vitals at the 75th percentile, on a real phone.</td><td>Good</td></tr>
<tr><td>Content freshness & schema</td><td>5</td><td>80</td><td>Crawl recency, intent alignment, valid JSON-LD, canonicals.</td><td>Good</td></tr>
</tbody>
</table>
<p>Full method: https://localairegistry.com/methodology</p>
<p>How AI decides what to say about an auto repair shop: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business</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 O.C. Automotive and Diagnostics</th></tr></thead>
<tbody>
<tr><td>O.C. Automotive and Diagnostics</td><td>LocalBusiness</td><td>#business</td><td>https://ocautoanddiag.com/</td><td>Subject of this page</td></tr>
<tr><td>La Habra, California</td><td>City</td><td>#city</td><td></td><td>City O.C. Automotive and Diagnostics 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 auto repair shops in La Habra, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best auto repair shops in La Habra: https://localairegistry.com/leaderboards/ca/la-habra/auto-repair-shop</li>
<li>Best businesses in La Habra: https://localairegistry.com/leaderboards/ca/la-habra</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:ChIJFwTlUzHVwoARTgRlFcARyIM (accessed Sep 11, 2026)</li>
<li>[2] ocautoanddiag.com, https://www.ocautoanddiag.com/services/diagnostics (accessed Sep 19, 2026)</li>
<li>[3] ocautoanddiag.com, https://www.ocautoanddiag.com/services/repairs (accessed Sep 19, 2026)</li>
<li>[4] ocautoanddiag.com, https://ocautoanddiag.com/ (accessed Oct 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.