is Orange expensive for this, or is it just here
Question · by collins_clover · Member since Sep 2026 · 2 posts · 7w7 weeks ago
Auto repair shop in Orange, CA
4.9 · 53 reviewsOpens today at 8 AMOpens today at 8 AM
Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services
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 Aug 3, 2026Last activity 1 month ago, a question from researching_on_collins.
8 asked · 0 answered by OC Auto
Question · by collins_clover · Member since Sep 2026 · 2 posts · 7w7 weeks ago
Question · by autumn_bride_north · Member since Jul 2026 · 73 posts · 7w7 weeks ago
Question · by undecided_on_collins_92867 · Member since Sep 2026 · 1 post · 7w7 weeks ago
Question · by picky_on_collins · Member since Aug 2026 · 4 posts · 8w8 weeks ago
Question · by researching_on_collins · Member since Sep 2026 · 2 posts · 7w7 weeks ago
Question · by saving_up_on_collins · Member since Jul 2026 · 3 posts · 7w7 weeks ago
Question · by may_neighbor_north · Member since Jul 2026 · 91 posts · 8w8 weeks ago
Question · by new_year_runner_north · Member since Jul 2026 · 75 posts · 8w8 weeks ago
What OC Auto offers, what it costs, and what people come for.
OC Auto lists 1 service on its Google Business Profile. Here's each one, with a plain description and how many reviews mention each.
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No code detected[Photo 4]When it's quiet, where to park, and what's nearby.
Saturday or Sunday, before 9 AM.
Busiest Wednesday and Saturday from noon to 6.
Call for a quote at (714) 624 - 1843. Cortina's Orange, a italian restaurant, is a 2 minute walk. Johanna and tyneshia, a 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.
Closed now. Busiest Wed and Sat, noon to 6.
What reviews, press and directories say about OC Auto.
4.9from 53 reviews on Google
OC Auto Clinic is distinguished by its trustworthy service and the expertise of Javier, who is highly regarded for his honest assessments and fair pricing. Customers at OC Auto Clinic often mention a strong sense of trust and reliability, particularly with Javier and his team. Many appreciate the clear communication regarding repairs and pricing, creating a comfortable experience for car owners. The shop is noted for its ability to handle various issues, from tire repairs to complex transmission installations.
The AI Score is out of 100, read from 8 signals across search and AI.
41 Orange avg
Signal and how much it countsOC Auto
Every business is scored the same way, and nobody can pay for a better score.
OC Auto, as AI sees it. Blue signals help OC Auto, and red ones hold it back.
Claiming your page is free.
The page ChatGPT, Gemini, Perplexity and Google read about OC Auto. The code version is exactly what their crawlers get.
Local AI Registry · Auto repair shops in Orange, CA · Editorial
By Steve Lee, founder and CEO of Local AI Registry. Updated August 3, 2026.
Published August 3, 2026 · Updated August 3, 2026 · Machine-readable version below
OC Auto Clinic is an auto repair shop in Orange, CA. Its AI Score is 35 of 100, which is poor.
What each mark on this page means: https://localairegistry.com/methodology#marks
| Fact | Value |
|---|---|
| Type | Auto repair shop |
| Address | 1045 W Collins Ave B, Orange, CA 92867, USA |
| Hours | Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM |
| Phone | (714) 624-1843 |
| Rating | 4.9 across 53 reviews on Google |
| Quietest time | Sunday |
| Updated | August 3, 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 | 1045 W Collins Ave B, Orange, CA 92867, USA | Confirmed | Google Business Profile |
| Location info | Description | Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Fri 8:00 AM to 6:00 PM · Sat 8:00 AM to 3:00 PM · Sun 9:00 AM to 3:00 PM | Confirmed | Google Business Profile |
| Location info | Name | OC Auto Clinic | Confirmed | Google Business Profile |
| Location info | Phone | (714) 624-1843 | Confirmed | Google Business Profile |
| Hours | Monday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Friday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile |
| Hours | Saturday | 8:00 AM to 3:00 PM | Confirmed | Google Business Profile |
| Hours | Sunday | 9:00 AM to 3:00 PM | Confirmed | Google Business Profile |
| Services | Service | AC service | Confirmed | Google Business Profile |
These are the 1 service OC Auto offers, with the price where we have one and where it came from.
| Service | Price | Price mark | Price evidence | Service mark |
|---|---|---|---|---|
| AC service | Confirmed |
Address: 1045 W Collins Ave B, Orange, CA 92867, USA. Phone: (714) 624-1843. Hours: Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM. (Confirmed, Google Business Profile.)
From Google Business Profile: "Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services"
Quietest day: Sunday. Busiest day: Wednesday. From the popular times on its Google listing.
| Place | Type | Distance |
|---|---|---|
| Cortina's Orange | Italian restaurant | 2 min walk |
| johanna and tyneshia | Restaurant | 3 min walk |
| FabWright Inc. | Manufacturer | 3 min walk |
| La Siesta Mexican Food | Mexican restaurant | 3 min walk |
| Genki Grill | Korean restaurant | 4 min walk |
| Main-Collins | Bus stop | 4 min walk |
4.9 average across 53 reviews: Google 53. (Confirmed, read August 3, 2026.)
(AI guess, from 53 reviews.)
It measures how likely AI engines are to recommend a business, and how accurately. Orange auto repair shops run 16 to 66. Fair starts at 45, good at 65. OC Auto scores 35, below the Orange average of 41. The same method scores every business on the registry.
| Signal | Weight | Score | What it measures | OC Auto |
|---|---|---|---|---|
| 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 | 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 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor |
| Reviews & response | 12 | 94 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | |
| Google Business Profile | 8 | 78 | 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 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 OC Auto |
|---|---|---|---|---|
| OC Auto Clinic | LocalBusiness | #business | Subject of this page | |
| Orange, California | City | #city | City OC Auto 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 Orange, 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.
# OC Auto Clinic, Orange CA: Reviews Source: Local AI Registry, https://localairegistry.com/biz/ca/orange/oc-auto-clinic-orange-ca. Free to reuse with a link back. By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-08-03. Canonical: https://localairegistry.com/biz/ca/orange/oc-auto-clinic-orange-ca ## Photos -  -  -  -  -  ## In short OC Auto Clinic is an auto repair shop in Orange, CA. Its AI Score is 35 of 100, which is poor. What each mark on this page means: https://localairegistry.com/methodology#marks ## Key facts | Fact | Value | | --- | --- | | Type | Auto repair shop | | Address | 1045 W Collins Ave B, Orange, CA 92867, USA | | Hours | Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM | | Phone | (714) 624-1843 | | Rating | 4.9 across 53 reviews on Google | | Quietest time | Sunday | | Updated | August 3, 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 | 1045 W Collins Ave B, Orange, CA 92867, USA | Confirmed | Google Business Profile | | Location info | Description | Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services | Confirmed | Google Business Profile | | Location info | Hours | Mon to Fri 8:00 AM to 6:00 PM · Sat 8:00 AM to 3:00 PM · Sun 9:00 AM to 3:00 PM | Confirmed | Google Business Profile | | Location info | Name | OC Auto Clinic | Confirmed | Google Business Profile | | Location info | Phone | (714) 624-1843 | Confirmed | Google Business Profile | | Hours | Monday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Tuesday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Wednesday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Thursday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Friday | 8:00 AM to 6:00 PM | Confirmed | Google Business Profile | | Hours | Saturday | 8:00 AM to 3:00 PM | Confirmed | Google Business Profile | | Hours | Sunday | 9:00 AM to 3:00 PM | Confirmed | Google Business Profile | | Services | Service | AC service | Confirmed | Google Business Profile | ## Services and prices These are the 1 service OC Auto offers, with the price where we have one and where it came from. | Service | Price | Price mark | Price evidence | Service mark | | --- | --- | --- | --- | --- | | AC service | | | | Confirmed | ### 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 OC Auto Address: 1045 W Collins Ave B, Orange, CA 92867, USA. Phone: (714) 624-1843. Hours: Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM. (Confirmed, Google Business Profile.) ### Location info from Google Business Profile From Google Business Profile: "Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services" ### When to go Quietest day: Sunday. Busiest day: Wednesday. From the popular times on its Google listing. ### 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 | | --- | --- | --- | | Cortina's Orange | Italian restaurant | 2 min walk | | johanna and tyneshia | Restaurant | 3 min walk | | FabWright Inc. | Manufacturer | 3 min walk | | La Siesta Mexican Food | Mexican restaurant | 3 min walk | | Genki Grill | Korean restaurant | 4 min walk | | Main-Collins | Bus stop | 4 min walk | ## Reputation 4.9 average across 53 reviews: Google 53. (Confirmed, read August 3, 2026.) (AI guess, from 53 reviews.) ### What people like - Excellent service for tire repairs - Successful diagnosis of complex issues - Quick fixes for serpentine belts - Reliable installation of remanufactured parts ### What people do not like - Concerns about professionalism - Vehicle damage reported by one customer ### Press Add a press story so AI can say who's written about you ### Awards Add an award so AI can name it ### Directories Get listed in directories so AI can tell you're real ## Questions people ask ### anywhere on Collins to sit while I wait ### is Orange expensive for this, or is it just here ### services here, what do people go in for? ### OC Auto or Orange Empire? ### are prices in Orange higher than everywhere else ### Why do people rate OC Auto? ### where does this shop post updates ### Booking at OC Auto in Orange, how does it work? ### membership, worth it or not ### walking in for a first visit, what happens ### best auto repair shop in Orange ### bad experiences here, anyone? ### what time does this shop actually open? ### Somewhere to park near OC Auto? ### Busiest day at OC Auto, anyone know? ### Finance options, anyone used them? ### people keep recommending OC Auto, what for? ## The AI Score: 35 of 100 It measures how likely AI engines are to recommend a business, and how accurately. Orange auto repair shops run 16 to 66. Fair starts at 45, good at 65. OC Auto scores 35, below the Orange average of 41. The same method scores every business on the registry. | Signal | Weight | Score | What it measures | OC Auto | | --- | --- | --- | --- | --- | | 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 | 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 | 0 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Poor | | Reviews & response | 12 | 94 | 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 | Does not apply | Domain authority and editorial quality of the sources that attest to you. | | | Google Business Profile | 8 | 78 | 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 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 OC Auto | | --- | --- | --- | --- | --- | | OC Auto Clinic | LocalBusiness | #business | | Subject of this page | | Orange, California | City | #city | | City OC Auto 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 Orange, linked to the lists and towns around it. ### Lists - Best auto repair shops in Orange: https://localairegistry.com/leaderboards/ca/orange/auto-repair-shop - Best businesses in Orange: https://localairegistry.com/leaderboards/ca/orange ### 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:ChIJD_qOhG_X3IARjdf-Ym7akb0 (accessed Aug 3, 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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<p>Local AI Registry · Auto repair shops in Orange, CA · Editorial</p>
<h2>OC Auto Clinic, Orange CA: Reviews</h2>
<p>By Steve Lee, founder and CEO of Local AI Registry. Updated August 3, 2026.</p>
<p>Published August 3, 2026 · Updated August 3, 2026 · Machine-readable version below</p>
</header>
<section id="ai-in-short">
<h3>In short</h3>
<p>OC Auto Clinic is an auto repair shop in Orange, CA. Its AI Score is 35 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>Auto repair shop</td></tr>
<tr><td>Address</td><td>1045 W Collins Ave B, Orange, CA 92867, USA</td></tr>
<tr><td>Hours</td><td>Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM</td></tr>
<tr><td>Phone</td><td>(714) 624-1843</td></tr>
<tr><td>Rating</td><td>4.9 across 53 reviews on Google</td></tr>
<tr><td>Quietest time</td><td>Sunday</td></tr>
<tr><td>Updated</td><td>August 3, 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>1045 W Collins Ave B, Orange, CA 92867, USA</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Description</td><td>Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services</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 6:00 PM · Sat 8:00 AM to 3:00 PM · Sun 9:00 AM to 3:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Name</td><td>OC Auto Clinic</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Location info</td><td>Phone</td><td>(714) 624-1843</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Monday</td><td>8:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Tuesday</td><td>8:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Wednesday</td><td>8:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Thursday</td><td>8:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Friday</td><td>8:00 AM to 6:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Saturday</td><td>8:00 AM to 3:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Hours</td><td>Sunday</td><td>9:00 AM to 3:00 PM</td><td>Confirmed</td><td>Google Business Profile</td></tr>
<tr><td>Services</td><td>Service</td><td>AC service</td><td>Confirmed</td><td>Google Business Profile</td></tr>
</tbody>
</table>
</section>
<section id="ai-services-and-prices">
<h3>Services and prices</h3>
<p>These are the 1 service OC Auto 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>AC service</td><td></td><td></td><td></td><td>Confirmed</td></tr>
</tbody>
</table>
<h4>Known for</h4>
</section>
<section id="ai-the-team">
<h3>The team</h3>
</section>
<section id="ai-visiting-oc-auto">
<h3>Visiting OC Auto</h3>
<p>Address: 1045 W Collins Ave B, Orange, CA 92867, USA. Phone: (714) 624-1843. Hours: Mon to Fri 8 AM to 6 PM · Sat 8 AM to 3 PM · Sun 9 AM to 3 PM. (Confirmed, Google Business Profile.)</p>
<h4>Location info from Google Business Profile</h4>
<p>From Google Business Profile: "Complete auto repair shop specializing in new and used tires, brakes, oil changes, transmission service, AC service and more. Located in the city of Orange, California. We do not offer Auto body or auto paint services"</p>
<h4>When to go</h4>
<p>Quietest day: Sunday. Busiest day: Wednesday. From the popular times on its Google listing.</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>Cortina's Orange</td><td>Italian restaurant</td><td>2 min walk</td></tr>
<tr><td>johanna and tyneshia</td><td>Restaurant</td><td>3 min walk</td></tr>
<tr><td>FabWright Inc.</td><td>Manufacturer</td><td>3 min walk</td></tr>
<tr><td>La Siesta Mexican Food</td><td>Mexican restaurant</td><td>3 min walk</td></tr>
<tr><td>Genki Grill</td><td>Korean restaurant</td><td>4 min walk</td></tr>
<tr><td>Main-Collins</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 53 reviews: Google 53. (Confirmed, read August 3, 2026.)</p>
<p> (AI guess, from 53 reviews.)</p>
<h4>What people like</h4>
<ul>
<li>Excellent service for tire repairs</li>
<li>Successful diagnosis of complex issues</li>
<li>Quick fixes for serpentine belts</li>
<li>Reliable installation of remanufactured parts</li>
</ul>
<h4>What people do not like</h4>
<ul>
<li>Concerns about professionalism</li>
<li>Vehicle damage reported by one customer</li>
</ul>
<h4>Press</h4>
<h4>Awards</h4>
<h4>Directories</h4>
</section>
<section id="ai-questions-people-ask">
<h3>Questions people ask</h3>
<h4>anywhere on Collins to sit while I wait</h4>
<h4>is Orange expensive for this, or is it just here</h4>
<h4>services here, what do people go in for?</h4>
<h4>OC Auto or Orange Empire?</h4>
<h4>are prices in Orange higher than everywhere else</h4>
<h4>Why do people rate OC Auto?</h4>
<h4>where does this shop post updates</h4>
<h4>Booking at OC Auto in Orange, how does it work?</h4>
<h4>membership, worth it or not</h4>
<h4>walking in for a first visit, what happens</h4>
<h4>best auto repair shop in Orange</h4>
<h4>bad experiences here, anyone?</h4>
<h4>what time does this shop actually open?</h4>
<h4>Somewhere to park near OC Auto?</h4>
<h4>Busiest day at OC Auto, anyone know?</h4>
<h4>Finance options, anyone used them?</h4>
<h4>people keep recommending OC Auto, what for?</h4>
</section>
<section id="ai-score">
<h3>The AI Score: 35 of 100</h3>
<p>It measures how likely AI engines are to recommend a business, and how accurately. Orange auto repair shops run 16 to 66. Fair starts at 45, good at 65. OC Auto scores 35, below the Orange average of 41. 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">OC Auto</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>40</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>94</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>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>78</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 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 OC Auto</th></tr></thead>
<tbody>
<tr><td>OC Auto Clinic</td><td>LocalBusiness</td><td>#business</td><td></td><td>Subject of this page</td></tr>
<tr><td>Orange, California</td><td>City</td><td>#city</td><td></td><td>City OC Auto 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 Orange, linked to the lists and towns around it.</p>
<h4>Lists</h4>
<ul>
<li>Best auto repair shops in Orange: https://localairegistry.com/leaderboards/ca/orange/auto-repair-shop</li>
<li>Best businesses in Orange: https://localairegistry.com/leaderboards/ca/orange</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:ChIJD_qOhG_X3IARjdf-Ym7akb0 (accessed Aug 3, 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.