Cleveland Auto Repair

Unclaimed
Cleveland Auto Repair, Cleveland, Ohio[Photo 1]
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Auto repair shop in Cleveland, OH

4.4 · 461 reviewsOpen until 11:59

Cleveland Auto Repair, located at 16801 S Miles Rd, is a well-regarded auto repair shop in Cleveland, Ohio, boasting a solid rating of 4.4 from a community of 461 reviews. Known for its friendly service and reliable repairs, this local business has become a trusted destination for residents seeking automotive care. With a commitment to quality and customer satisfaction, Cleveland Auto Repair has established itself as a go-to spot for those in need of assistance with their vehicles, ensuring that drivers can hit the road with confidence.

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

AI ScoreChatGPT mentions Cleveland Auto and Gemini doesn't.Scored from 8 signals across search and AI.

ConfirmedVisitor submittedAI guess

Updated Sep 9, 2026Last activity 1 month ago, a question from cleveland_cedar_walk_55.

Services

What Cleveland Auto offers, what it costs, and what people come for.

The menu

  • SuspensionFrom their websiteAuto repair shop
  • Major repairsFrom their websiteAuto repair shop
  • Engine diagnosticFrom their websiteAuto repair shop
  • Engine lightsFrom their websiteAuto repair shop
  • Brake repairsFrom their websiteAuto repair shop
No code detected[Photo 1]
No code detected[Photo 2]
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No code detected[Photo 4]

Team

Who you'll see, and whether their licenses check out.
Add your team so AI can name who works here
TodayOpen 24 hours

How AI sees Cleveland Auto

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

20out of 100

26 Cleveland avg

What the score is made of

Signal and how much it countsCleveland Auto

  • 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.0
  • AI visibility 14%Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.50
  • 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.52
  • Backlink & citation authority 8%Domain authority and editorial quality of the sources that attest to you.
  • Google Business Profile 8%Required and recommended fields; update cadence. The listing AI pulls from first.76
  • Speed & mobile 7%Core Web Vitals at the 75th percentile, on a real phone.
  • 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.

Cleveland Auto’s full AI report

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

Cleveland AutoSpeed & mobileGoogle Business ProfileContent freshness & schemaBacklink & citation authorityRetrieval groundingReviews & responseOff-property attestationAI visibility

Cleveland Auto, as AI sees it. Blue signals help Cleveland Auto, and red ones hold it back.

  • The questions people ask Gemini and ChatGPT about auto repair shops in Cleveland, 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

Claiming your page is free.

What AI reads

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

Local AI Registry · Auto repair shops in Cleveland, OH · Editorial

Cleveland Auto Repair, Cleveland OH: Reviews

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Updated September 9, 2026.

Published September 9, 2026 · Updated September 9, 2026 · Machine-readable version below

In short

Cleveland Auto Repair is an auto repair shop. Its AI Score is 20 of 100, which is poor.

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

Key facts

FactValue
TypeAuto repair shop
Address16801 S Miles Rd, Cleveland, OH 44128, USA
HoursMon to Sun Open 24 hours
Phone(216) 480-9538
Rating4.4 across 461 reviews
UpdatedSeptember 9, 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 infoAddress16801 S Miles Rd, Cleveland, OH 44128, USAConfirmedGoogle Business Profile
Location infoHoursMon to Sun Open 24 hoursConfirmedGoogle Business Profile
Location infoNameCleveland Auto RepairConfirmedGoogle Business Profile
Location infoPhone(216) 480-9538ConfirmedGoogle Business Profile
HoursMondayOpen 24 hoursConfirmedGoogle Business Profile
HoursTuesdayOpen 24 hoursConfirmedGoogle Business Profile
HoursWednesdayOpen 24 hoursConfirmedGoogle Business Profile
HoursThursdayOpen 24 hoursConfirmedGoogle Business Profile
HoursFridayOpen 24 hoursConfirmedGoogle Business Profile
HoursSaturdayOpen 24 hoursConfirmedGoogle Business Profile
HoursSundayOpen 24 hoursConfirmedGoogle Business Profile
ServicesServiceBattery replacementAI guess
ServicesServiceBrake repairsFrom their websiteBusiness website
ServicesServiceEngine diagnosticFrom their websiteBusiness website
ServicesServiceEngine lightsFrom their websiteBusiness website
ServicesServiceMajor repairsFrom their websiteBusiness website
ServicesServiceOil changeAI guess
ServicesServiceSuspensionFrom their websiteBusiness website
ServicesServiceTire rotationAI guess
LinksFacebookhttps://facebook.com/cleautorepairAI guessOur record
LinksInstagramhttps://instagram.com/thelandautorepairAI guessOur record
LinksWebsitehttps://thelandautorepair.com/ConfirmedGoogle Business Profile

Services and prices

These are the 5 services Cleveland Auto offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
SuspensionFrom their website
Major repairsFrom their website
Engine diagnosticFrom their website
Engine lightsFrom their website
Brake repairsFrom their website

Known for

The team

Visiting Cleveland Auto

Address: 16801 S Miles Rd, Cleveland, OH 44128, USA. Phone: (216) 480-9538. Hours: Mon to Sun Open 24 hours. (Confirmed, Google Business Profile.)

Parking and getting in

Nearby

PlaceTypeDistance
Miles Rd & Wyatt RdBus stop3 min walk
Miles Rd & Wyatt RdTransit station3 min walk
Miles Rd & Wyatt RdBus stop3 min walk
17201 Miles AvBus stop4 min walk
17212 Miles AvBus stop4 min walk
Lee Rd & South Miles RdBus stop4 min walk

Reputation

4.4 average across 461 reviews.

Press

Awards

Directories

Questions people ask

opening hours at Cleveland Auto, what are they these days?

how do I reach Cleveland Auto to sort something out?

anyone been to both here and Broadview & Schaaf Marathon?

best auto repair shop in Cleveland

address for this shop, anyone have it?

going rate for mechanics locally, any idea

The AI Score: 20 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Cleveland auto repair shops run 13 to 52. Fair starts at 45, good at 65. Cleveland Auto scores 20, below the Cleveland average of 26. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresCleveland Auto
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 attestation200Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility1450Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Fair
Reviews & response1252The 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.Fair
Backlink & citation authority8Domain authority and editorial quality of the sources that attest to you.
Google Business Profile876Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile7Core Web Vitals at the 75th percentile, on a real phone.
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 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.

EntityTypeID on this pageSame asRelationship to Cleveland Auto
Cleveland Auto RepairLocalBusiness#businesshttps://thelandautorepair.com/Subject of this page
Cleveland, OhioCity#cityCity Cleveland Auto 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 auto repair shops in Cleveland, linked to the lists and towns around it.

Lists

  • Best auto repair shops in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/auto-repair-shop
  • Best businesses in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland

Nearby

  • /columbus: https://localairegistry.com/leaderboards/oh/columbus
  • /toledo: https://localairegistry.com/leaderboards/oh/toledo
  • /grove-city: https://localairegistry.com/leaderboards/oh/grove-city
  • /gahanna: https://localairegistry.com/leaderboards/oh/gahanna
  • /dublin: https://localairegistry.com/leaderboards/oh/dublin
  • /reynoldsburg: https://localairegistry.com/leaderboards/oh/reynoldsburg

Every list

  • Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh

References

Show references (3)

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJw1diKn8dMYgRmXhJHUKlk_s
  • [2] thelandautorepair.com, https://thelandautorepair.com/ (accessed Sep 19, 2026)
  • [3] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 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
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link: <https://localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh>; rel="canonical", <https://localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh.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">
<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="description" content="Auto repair shop in Cleveland, OH. 4.4 on Google from 461 reviews.">
<meta name="robots" content="index, follow">
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<meta property="og:title" content="Cleveland Auto Repair, Cleveland OH: Reviews">
<meta property="og:description" content="Auto repair shop in Cleveland, OH. 4.4 on Google from 461 reviews.">
<meta property="og:url" content="https://localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh">
<meta property="og:site_name" content="Local AI Registry">
<meta property="og:type" content="website">
<meta name="twitter:card" content="summary_large_image">
<meta name="geo.position" content="41.4376301;-81.5616045">
<meta name="ICBM" content="41.4376301, -81.5616045">
<meta name="geo.region" content="US-OH">
<meta name="geo.placename" content="Cleveland">

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 (cleveland-auto-repair-cleveland-oh.md)

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

# Cleveland Auto Repair, Cleveland OH: Reviews

Source: Local AI Registry, https://localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-09-09.

Canonical: https://localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwyze061hyensn4j0q6bb%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwyze061hyensn4j0q6bb%2F1.png)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwyze061hyensn4j0q6bb%2F2.png)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwyze061hyensn4j0q6bb%2F3.png)
- ![Photo 5](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtuwwyze061hyensn4j0q6bb%2F4.jpg)


## In short

Cleveland Auto Repair is an auto repair shop. Its AI Score is 20 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 | 16801 S Miles Rd, Cleveland, OH 44128, USA |
| Hours | Mon to Sun Open 24 hours |
| Phone | (216) 480-9538 |
| Rating | 4.4 across 461 reviews |
| Updated | September 9, 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 | 16801 S Miles Rd, Cleveland, OH 44128, USA | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Sun Open 24 hours | Confirmed | Google Business Profile |
| Location info | Name | Cleveland Auto Repair | Confirmed | Google Business Profile |
| Location info | Phone | (216) 480-9538 | Confirmed | Google Business Profile |
| Hours | Monday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Tuesday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Wednesday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Thursday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Friday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Saturday | Open 24 hours | Confirmed | Google Business Profile |
| Hours | Sunday | Open 24 hours | Confirmed | Google Business Profile |
| Services | Service | Battery replacement | AI guess |  |
| Services | Service | Brake repairs | From their website | Business website |
| Services | Service | Engine diagnostic | From their website | Business website |
| Services | Service | Engine lights | From their website | Business website |
| Services | Service | Major repairs | From their website | Business website |
| Services | Service | Oil change | AI guess |  |
| Services | Service | Suspension | From their website | Business website |
| Services | Service | Tire rotation | AI guess |  |
| Links | Facebook | https://facebook.com/cleautorepair | AI guess | Our record |
| Links | Instagram | https://instagram.com/thelandautorepair | AI guess | Our record |
| Links | Website | https://thelandautorepair.com/ | Confirmed | Google Business Profile |


## Services and prices

These are the 5 services Cleveland Auto offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Suspension |  |  |  | From their website |
| Major repairs |  |  |  | From their website |
| Engine diagnostic |  |  |  | From their website |
| Engine lights |  |  |  | From their website |
| Brake 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 Cleveland Auto

Address: 16801 S Miles Rd, Cleveland, OH 44128, USA. Phone: (216) 480-9538. Hours: Mon to Sun Open 24 hours. (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 |
| --- | --- | --- |
| Miles Rd & Wyatt Rd | Bus stop | 3 min walk |
| Miles Rd & Wyatt Rd | Transit station | 3 min walk |
| Miles Rd & Wyatt Rd | Bus stop | 3 min walk |
| 17201 Miles Av | Bus stop | 4 min walk |
| 17212 Miles Av | Bus stop | 4 min walk |
| Lee Rd & South Miles Rd | Bus stop | 4 min walk |


## Reputation

4.4 average across 461 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


### opening hours at Cleveland Auto, what are they these days?


### how do I reach Cleveland Auto to sort something out?


### anyone been to both here and Broadview & Schaaf Marathon?


### best auto repair shop in Cleveland


### address for this shop, anyone have it?


### going rate for mechanics locally, any idea


## The AI Score: 20 of 100

It measures how likely AI engines are to recommend a business, and how accurately. Cleveland auto repair shops run 13 to 52. Fair starts at 45, good at 65. Cleveland Auto scores 20, below the Cleveland average of 26. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Cleveland Auto |
| --- | --- | --- | --- | --- |
| 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 | 0 | 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 | 50 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Fair |
| Reviews & response | 12 | 52 | 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. | Fair |
| Backlink & citation authority | 8 |  | Domain authority and editorial quality of the sources that attest to you. |  |
| Google Business Profile | 8 | 76 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 |  | Core Web Vitals at the 75th percentile, on a real phone. |  |
| 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 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 Cleveland Auto |
| --- | --- | --- | --- | --- |
| Cleveland Auto Repair | LocalBusiness | #business | https://thelandautorepair.com/ | Subject of this page |
| Cleveland, Ohio | City | #city |  | City Cleveland 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 Cleveland, linked to the lists and towns around it.


### Lists

- Best auto repair shops in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland/auto-repair-shop
- Best businesses in Cleveland: https://localairegistry.com/leaderboards/oh/cleveland


### Nearby

- /columbus: https://localairegistry.com/leaderboards/oh/columbus
- /toledo: https://localairegistry.com/leaderboards/oh/toledo
- /grove-city: https://localairegistry.com/leaderboards/oh/grove-city
- /gahanna: https://localairegistry.com/leaderboards/oh/gahanna
- /dublin: https://localairegistry.com/leaderboards/oh/dublin
- /reynoldsburg: https://localairegistry.com/leaderboards/oh/reynoldsburg


### Every list

- Every leaderboard in Ohio: https://localairegistry.com/leaderboards/oh


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJw1diKn8dMYgRmXhJHUKlk_s
- [2] thelandautorepair.com, https://thelandautorepair.com/ (accessed Sep 19, 2026)
- [3] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 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. opening hours at Cleveland Auto, what are they these days? Question by cleveland_cedar_walk_55, Sep 11, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/what-are-the-shops-hours-and-which-days-are-they-closed
  2. how do I reach Cleveland Auto to sort something out? Question by reader_on_corner_stop, Sep 1, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/how-can-customers-get-in-touch-with-the-shop-and-arrange-a-visit
  3. anyone been to both here and Broadview & Schaaf Marathon? Question by local_on_corner_stop, Aug 19, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/cleveland-auto-repair-or-jasons-automotive-inc-for-auto-repair-shop
  4. best auto repair shop in Cleveland Question by marine_layer_local_49, Aug 7, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/best-auto-repair-shop-in-cleveland
  5. address for this shop, anyone have it? Question by cleveland_meadow_bend_41, Jul 24, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/where-is-the-shop-located
  6. going rate for mechanics locally, any idea Question by cedar_walk_walker_11, Jul 10, 2026. localairegistry.com/biz/oh/cleveland/cleveland-auto-repair-cleveland-oh/q/what-does-an-auto-repair-shop-actually-cost-in-cleveland

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

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Suggest an edit
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References

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ConfirmedVisitor submittedAI guess
Show references (3)

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 websiteGoogle Business Profile.Primary source · https://www.google.com/maps/place/?q=place_id:ChIJw1diKn8dMYgRmXhJHUKlk_s
  2. [2]Services5 servicesthelandautorepair.com.Primary source · Accessed Sep 19, 2026 · https://thelandautorepair.com/
  3. [3]ServicesBattery replacement, Oil change and Tire rotationAI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026.AI engine output · Accessed Sep 19, 2026 · https://localairegistry.com/methodology
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