NamedTest

Which auto repair shops does AI name in Los Angeles, CA?

JC's Auto Repair Shop was the auto repair shop AI named most often in Los Angeles, CA: in 4 of 20 answers in October 2026.

Across 20 answers to 10 customer questions, Perplexity and Gemini (model knowledge) named 63 different auto repair shops. The 6 named most often held 20% of all mentions.

Perplexity named LA Auto Center most often (3 of 10 answers) and Gemini named Advanced Automotive most often (2 of 10 answers).

Answers collected October 16, 2026. AI answers change from day to day.

The auto repair shops AI named most

BusinessAnswers naming it
JC's Auto Repair ShopNamed by Perplexity and Gemini4 of 20
LA Auto CenterNamed by Perplexity3 of 20
MidasNamed by Perplexity and Gemini3 of 20
Advanced AutomotiveNamed by Gemini2 of 20
Art's AutomotiveNamed by Gemini2 of 20
AutoZoneNamed by Gemini2 of 20
Firestone Complete Auto CareNamed by Gemini2 of 20
Fix It Auto RepairNamed by Gemini2 of 20
Hyperion Auto RepairNamed by Perplexity2 of 20
Jiffy LubeNamed by Perplexity and Gemini2 of 20

Who each AI tool named

Perplexity

10 of its 10 answers named at least one business.

  1. LA Auto Center (3)
  2. Hyperion Auto Repair (2)
  3. JC's Auto Repair Shop (2)
  4. One Stop Auto Care (2)
  5. Rantz Automotive Center (2)
  6. BB Auto Tech Repair (1)
  7. Bobby's Auto Repair Inc. (1)
  8. Express Mechanic (1)
  9. H H Motor Service (1)
  10. Hector's Auto Repair (1)

Gemini (model knowledge)

10 of its 10 answers named at least one business.

  1. Advanced Automotive (2)
  2. Art's Automotive (2)
  3. AutoZone (2)
  4. Firestone Complete Auto Care (2)
  5. Fix It Auto Repair (2)
  6. JC's Auto Repair Shop (2)
  7. M-Spec Performance (2)
  8. Midas (2)
  9. O'Reilly Auto Parts (2)
  10. Pep Boys (2)

What AI named for each question

The businesses each AI tool named in its answer to each question, in the order the answer named them.

  1. My car broke down in Los Angeles, CA. Which auto repair shop should I call right now?

    Perplexity

    1. LA Auto Center

    Gemini

    1. M-Spec Performance
    2. Santa Monica Motors
    3. Fix Stop Auto Center
    4. AutoAid
    5. Hendrick's Auto Repair

  2. How much does brake repair cost in Los Angeles, CA, and which auto repair shops charge fair prices?

    Perplexity

    1. The Brakes Guy
    2. Hyperion Auto Repair
    3. Midas

    Gemini

    1. Advanced Automotive
    2. B&R Auto Repair
    3. JC's Auto Repair Shop
    4. Japanese Car Specialties

  3. Who is the most trusted mechanic in Los Angeles, CA?

    Perplexity

    1. Tony's Motor Service
    2. Express Mechanic
    3. Bobby's Auto Repair Inc.
    4. Legit Automotive
    5. JC's Auto Repair Shop

    Gemini

    1. Art's Automotive
    2. Family Auto Service
    3. Precision Auto Repair
    4. Bimmer Repair
    5. Bullet Performance

  4. Which auto repair shop in Los Angeles, CA is best for check engine light diagnosis?

    Perplexity

    1. Rantz Automotive Center
    2. One Stop Auto Care
    3. University Tire And Auto
    4. Northridge Check Engine Light - Diagnostics & Repair
    5. LA Auto Center
    6. Woodland Hills Auto Service

    Gemini

    1. Advanced Automotive
    2. Gomez Automotive
    3. Delray Garage
    4. Tony’s Auto Service
    5. Bimmerphiles
    6. Avus Autosport
    7. AutoZone
    8. O'Reilly Auto Parts
    9. Kragen/Parts Plus

  5. My check engine light is flashing in Los Angeles, CA. Which shop can look at my car today?

    Perplexity

    1. Rantz Automotive Center
    2. One Stop Auto Care
    3. Onsite Los Angeles Mobile Mechanic

    Gemini

    1. Advanced Auto Center
    2. Precision Auto Care
    3. Sunset Car Care
    4. Fix It Auto Repair
    5. Burbank Auto Doctor
    6. North Hollywood Auto Repair
    7. Pep Boys
    8. Firestone Complete Auto Care
    9. Midas
    10. AutoZone
    11. O'Reilly Auto Parts

  6. Who is the most affordable mechanic near Los Angeles, CA?

    Perplexity

    1. H H Motor Service

    Gemini

    1. RepairPal
    2. YourMechanic

  7. Which auto repair shops in Los Angeles, CA have the best reviews?

    Perplexity

    1. LA Auto Center
    2. Hector's Auto Repair
    3. BB Auto Tech Repair

    Gemini

    1. Arturo's Automotive
    2. Osborn's Automotive
    3. Fix It Auto Repair
    4. Bimmer Specialist
    5. M-Spec Performance
    6. A&J Automotive
    7. Advanced Auto Performance

  8. I need an oil change in Los Angeles, CA. Which local shop do you recommend?

    Perplexity

    1. Jiffy Lube

    Gemini

    1. Art's Automotive
    2. Larchmont Automotive
    3. Silver Lake Automotive
    4. Beyond Auto
    5. JC's Auto Repair Shop

  9. Is there an auto repair shop near Los Angeles, CA open early or on weekends?

    Perplexity

    1. JC's Auto Repair Shop
    2. LA Auto Repair

    Gemini

    1. Pep Boys
    2. Firestone Complete Auto Care
    3. Midas
    4. Jiffy Lube
    5. Valvoline Instant Oil Change

  10. What is a reasonable price for transmission repair in Los Angeles, CA, and who should I get quotes from?

    Perplexity

    1. Western Automatic Transmission
    2. Westside Transmission & Automotive
    3. Hyperion Auto Repair

    Gemini

    1. AAMCO

Sources AI cited

10 of the 20 answers cited sources. The sites cited most, by the number of answers citing them:

  1. repairpal.com (7)
  2. carfax.com (6)
  3. airtasker.com (3)
  4. autorepairshoplosangeles.com (3)
  5. midas.com (3)
  6. rantzautomotivecenter.com (3)
  7. surecritic.com (3)
  8. yelp.com (3)
  9. bigbrandtire.com (2)
  10. calicompleteauto.com (2)

Gemini (model knowledge) answers from what it learned in training, without a web search, so it cites no sources.

What the most-named auto repair shops have in common

2 of the 6 were named by both Perplexity and Gemini. The rest were named by one tool only, which is common: the tools search and remember differently.

2 of the 6 had their own website among the sources the answers cited, and AI gave a website for 2 of them.

By the kind of question: 4 of them came up for urgent requests, 3 for questions about price, 3 for questions about trust and reviews, and 5 for questions about a specific service.

How we measured this

We asked 10 questions a customer might ask about auto repair shops in Los Angeles, CA, once on each AI tool, through each tool's official API. For example:

  • My car broke down in Los Angeles, CA. Which auto repair shop should I call right now?
  • Who is the most trusted mechanic in Los Angeles, CA?
  • Which auto repair shop in Los Angeles, CA is best for check engine light diagnosis?

Perplexity searches the web and shows its sources. Gemini (model knowledge) answers without a web search, from what the model learned in training, so its picks can be out of date. A language model read each answer and listed the businesses it named, and a business counts once per answer. These results describe what AI said on these dates. They are not a rating of any business's work.

Data as of October 16, 2026.

Corrections

If a business name was misread, or a business is listed that has closed, email hello@namedtest.com. We check it against the stored answers and correct the page.

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Questions about this page

Which auto repair shops does AI name most in Los Angeles, CA?

JC's Auto Repair Shop was the auto repair shop AI named most often in Los Angeles, CA: in 4 of 20 answers in October 2026.

Which AI tools were asked, and when?

Perplexity and Gemini, 10 customer questions each, answered between October 16, 2026 and October 16, 2026. Gemini (model knowledge) answers from what the model learned in training, without a web search.

How can a auto repair shop get named by AI more often?

Make the business easy for AI to read and to trust: let AI crawlers into your website, keep your name, address and phone the same everywhere, answer common customer questions on your site, and earn reviews on the sites AI cites. The free check shows whether AI names your business today.