Local AI Registry

Car Dealership

OC Used Auto

The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.

2082 SE Bristol St SUITE 219
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Free, no card. You get your fix list: every problem we found on this entry, the written steps to fix each one yourself, and how long each takes.

22/100
Weak

Strong is 80 or better. Under 40 is weak. Half of car dealerships in the registry score 27–49.

Verified July 16, 2026

See where you rank

OC Used Auto — Newport Beach, California
OC Used Auto · 2082 SE Bristol St SUITE 219

What AI says about OC.1

We ask the assistants the questions customers actually ask, and record what comes back — quoted verbatim, dated, with the capture kept as evidence.

ChatGPT

Not named

Asked best used car dealer in Newport Beach

ChatGPT answered with other businesses. OC Used Auto was not mentioned.

Checked July 16, 2026

Perplexity

Not named

Asked best used car dealer in Newport Beach

Perplexity answered with other businesses. OC Used Auto was not mentioned.

Checked July 17, 2026

Gemini

Not named

Asked best used car dealer in Newport Beach

Gemini answered with other businesses. OC Used Auto was not mentioned.

Checked July 16, 2026

Named by 0 of 3 assistants as of July 17, 2026.

Reputation

What they’re known for.2

Drawn from live Google search results — the searches this business surfaces for when people look nearby. What its customers say is a separate read, below.

OC Used Auto is best known for its reliable inventory of quality vehicles and a straightforward, pressure-free buying experience. Amir's integrity and customer service are frequently highlighted by satisfied customers.

What people keep saying.3

Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.

Customers describe a personalized and accommodating experience at OC Used Auto, particularly highlighting Amir's honesty and helpfulness throughout the car buying process. Many appreciate the straightforward nature of transactions and Amir's willingness to address issues post-sale, creating a sense of trust and satisfaction.

Consistently praised

Amir's honesty and integrity
Straightforward purchasing process
Accommodating service for out-of-town buyers
Timely communication and responsiveness
Willingness to fix post-sale issues

Recurring complaints

Concerns about vehicle condition after purchase
Allegations of fake reviews

The bottom line: Amir's commitment to transparency and customer satisfaction sets OC Used Auto apart, despite some concerns about vehicle quality.

OC Used Auto — Newport Beach, California
OC Used Auto · 2082 SE Bristol St SUITE 219

The score, explained

Why 22.4

Eight signals make up the AI Score. Weight is how much a signal counts; the score is how this entry measures on it. The same method for every business — never for sale.

96% of car dealerships in the registry outrank you — when AI is asked who to recommend, you're almost never the answer.

Scanned July 16, 2026

SignalScore /100
Retrieval groundingWhether 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 attestationVolume and consistency of what others say about you — YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.
40
AI visibilityWhether ChatGPT, Gemini, Perplexity, and AI Overviews name you — and for the right service.
0
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
41
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
51
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
84
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
82
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
0

What’s holding this entry back: retrieval grounding and ai visibility — the signals dragging the score below where the rest of the record sits.

Read the full methodology
OC Used Auto — Newport Beach, California
OC Used Auto · 2082 SE Bristol St SUITE 219

The facts

Address2082 SE Bristol St SUITE 219, Newport Beach, CA 92660, USA
Hours
Today (Mon) · 8:00 AM – 6:00 PM
  • Monday8:00 AM – 6:00 PM
  • Tuesday8:00 AM – 6:00 PM
  • Wednesday8:00 AM – 6:00 PM
  • Thursday8:00 AM – 6:00 PM
  • Friday8:00 AM – 6:00 PM
  • Saturday8:00 AM – 6:00 PM
  • SundayClosed
Map of the area around OC Used Auto
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About OC Used Auto.

What are the business hours for OC Used Auto?

OC Used Auto is open Monday through Saturday from 8:00 AM to 6:00 PM and is closed on Sundays.

Does OC Used Auto require reservations for visits?

The business does not require reservations for visits, allowing customers to walk in during business hours.

What is OC Used Auto known for?

OC Used Auto is known for providing a straightforward car buying experience with a focus on customer service and a selection of well-maintained used vehicles.

Is there parking available at OC Used Auto?

Yes, there is parking available for customers visiting OC Used Auto.

What special features does OC Used Auto offer?

OC Used Auto offers a friendly and accommodating sales experience, with a focus on transparency regarding vehicle conditions and pricing.

For business owners

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What AI says about you today

The answer ChatGPT and Perplexity give when someone asks for the best in your category and city. Named, or left out.

Your fix list

Every problem we found, one row at a time, each with the written steps to do it yourself and an honest estimate of how long it takes. Tick them off as you go.

Correct the details AI reads

Hours, phone, email, booking link, socials and photos. You change them, they publish to this entry as soon as you save. Name, description, category, website, services and address need a paid plan.

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