NamedTest

Which auto repair shops does AI name in Columbus, OH?

Buckeye Complete Auto Care was the auto repair shop AI named most often in Columbus, OH: in 6 of 20 answers in October 2026.

Across 20 answers to 10 customer questions, Perplexity and Gemini (model knowledge) named 65 different auto repair shops. The 6 named most often held 24% of all mentions.

Perplexity named Buckeye Complete Auto Care most often (3 of 10 answers) and Gemini named Beechwold Automotive most often (3 of 10 answers).

Answers collected October 22, 2026. AI answers change from day to day.

The auto repair shops AI named most

BusinessAnswers naming it
Buckeye Complete Auto CareNamed by Perplexity and Gemini6 of 20
Beechwold AutomotiveNamed by Gemini3 of 20
Import AutomotiveNamed by Gemini3 of 20
Kenny Road Auto RepairNamed by Gemini3 of 20
MidasNamed by Perplexity and Gemini3 of 20
One Call Auto MechanicNamed by Perplexity3 of 20
AAMCO Transmissions & Total Car CareNamed by Perplexity and Gemini2 of 20
Boyd's Tire & ServiceNamed by Gemini2 of 20
Expert Auto RepairNamed by Gemini2 of 20
Firestone Complete Auto CareNamed by Gemini2 of 20

Who each AI tool named

Perplexity

10 of its 10 answers named at least one business.

  1. Buckeye Complete Auto Care (3)
  2. One Call Auto Mechanic (3)
  3. Luke's Auto (2)
  4. Midas (2)
  5. Milex Complete Auto Care (2)
  6. A2Z Transmissions (1)
  7. AAA (1)
  8. AAMCO Transmissions & Total Car Care (1)
  9. Arrow Transmissions & Automotive (1)
  10. ATeam Transmissions (1)

Gemini (model knowledge)

10 of its 10 answers named at least one business.

  1. Beechwold Automotive (3)
  2. Buckeye Complete Auto Care (3)
  3. Import Automotive (3)
  4. Kenny Road Auto Repair (3)
  5. Boyd's Tire & Service (2)
  6. Expert Auto Repair (2)
  7. Firestone Complete Auto Care (2)
  8. Japanese Automotive Service (2)
  9. AAMCO Transmissions & Total Car Care (1)
  10. Auto Assets (1)

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 Columbus, OH. Which auto repair shop should I call right now?

    Perplexity

    1. AAA
    2. Shifflet Auto Care

    Gemini

    1. Kenny Road Auto Repair
    2. Boyd's Tire & Service
    3. Import Automotive
    4. Buckeye Roadside Assistance

  2. How much does brake repair cost in Columbus, OH, and which auto repair shops charge fair prices?

    Perplexity

    1. One Call Auto Mechanic
    2. Midas
    3. Milex Complete Auto Care

    Gemini

    1. Norlan Auto Repair
    2. Auto Assets
    3. Mid-Ohio Automotive
    4. Expert Auto Repair
    5. Byers
    6. Germain
    7. Ricart

  3. Who is the most trusted mechanic in Columbus, OH?

    Perplexity

    1. Columbus Truck & Trailer Repair LLC
    2. Best Motor Werks

    Gemini

    1. Fifth Avenue Automotive
    2. Buckeye Complete Auto Care
    3. Japanese Automotive Service
    4. Import Car Centre
    5. L&N Performance Auto Repair
    6. Beechwold Automotive

  4. Which auto repair shop in Columbus, OH is best for check engine light diagnosis?

    Perplexity

    1. Petty's Auto & Electric Service
    2. Luke's Auto
    3. Buckeye Complete Auto Care
    4. AAMCO Transmissions & Total Car Care
    5. Midas

    Gemini

    1. My Mechanic
    2. Beechwold Automotive
    3. Chubby's Auto Repair
    4. Import Automotive

  5. My check engine light is flashing in Columbus, OH. Which shop can look at my car today?

    Perplexity

    1. ER Autocare Upper Arlington
    2. Luke's Auto
    3. O'Reilly Auto Parts

    Gemini

    1. Quality Auto Repair
    2. Beck's Service Center
    3. Bexley Automotive
    4. Buckeye Complete Auto Care
    5. Firestone Complete Auto Care
    6. Columbus Towing & Recovery

  6. Who is the most affordable mechanic near Columbus, OH?

    Perplexity

    1. One Call Auto Mechanic
    2. Mobile Mechanics of Ohio

    Gemini

    1. Boyd's Auto Repair
    2. Kenny Road Auto Repair
    3. Stonewall Automotive

  7. Which auto repair shops in Columbus, OH have the best reviews?

    Perplexity

    1. One Call Auto Mechanic
    2. Weber Road Auto Service
    3. Wheels Unlimited
    4. Oxford Automotive
    5. Glacier Auto Repair
    6. Tilton's Automotive Service

    Gemini

    1. Northwest Auto Care
    2. Buckeye Complete Auto Care
    3. The Auto Experts
    4. Expert Auto Repair
    5. Japanese Automotive Service

  8. I need an oil change in Columbus, OH. Which local shop do you recommend?

    Perplexity

    1. Take 5 Oil Change
    2. Buckeye Complete Auto Care

    Gemini

    1. Boyd's Tire & Service
    2. Kenny Road Auto Repair
    3. Import Automotive
    4. Tuffy Tire & Auto Service
    5. Valvoline Instant Oil Change

  9. Is there an auto repair shop near Columbus, OH open early or on weekends?

    Perplexity

    1. Meineke
    2. J Auto Repair

    Gemini

    1. Firestone Complete Auto Care
    2. Midas
    3. Pep Boys
    4. Tate's Auto Service
    5. Kingston Automotive
    6. Beechwold Automotive
    7. NAPA AutoCare Centers
    8. NTB (National Tire and Battery)

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

    Perplexity

    1. A2Z Transmissions
    2. Central Ohio Transmissions
    3. ATeam Transmissions
    4. Arrow Transmissions & Automotive
    5. Wayne's Auto Repair
    6. Buckeye Complete Auto Care
    7. Milex Complete Auto Care

    Gemini

    1. AAMCO Transmissions & Total Car Care
    2. C&M Transmissions
    3. Eagle Transmission
    4. B&B Automotive
    5. German Village Auto Service

Sources AI cited

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

  1. carfax.com (5)
  2. midas.com (4)
  3. repairpal.com (4)
  4. buckeyecompleteauto.com (3)
  5. locations.oreillyauto.com (3)
  6. mechanicrank.com (3)
  7. yelp.com (3)
  8. allinautoservicellc.com (2)
  9. autoserviceabs.com (2)
  10. bluecollar.social (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 4 of them.

By the kind of question: 5 of them came up for urgent requests, 4 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 Columbus, OH, once on each AI tool, through each tool's official API. For example:

  • My car broke down in Columbus, OH. Which auto repair shop should I call right now?
  • Who is the most trusted mechanic in Columbus, OH?
  • Which auto repair shop in Columbus, OH 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 22, 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 Columbus, OH?

Buckeye Complete Auto Care was the auto repair shop AI named most often in Columbus, OH: in 6 of 20 answers in October 2026.

Which AI tools were asked, and when?

Perplexity and Gemini, 10 customer questions each, answered between October 22, 2026 and October 22, 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.