NamedTest

Which auto repair shops does AI name in New York, NY?

B&R Auto Repair, Midas and West Side Mechanics were the auto repair shops AI named most often in New York, NY, in 4 of 20 answers each in October 2026.

Across 20 answers to 10 customer questions, Perplexity and Gemini (model knowledge) named 68 different auto repair shops. The 6 named most often held 22% of all mentions.

Perplexity named 96 Auto Repair most often (3 of 10 answers) and Gemini named B&R Auto Repair most often (4 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
B&R Auto RepairNamed by Gemini4 of 20
MidasNamed by Gemini4 of 20
West Side MechanicsNamed by Gemini4 of 20
96 Auto RepairNamed by Perplexity3 of 20
MeinekeNamed by Gemini3 of 20
Adam's Mobile Mechanic NYCNamed by Perplexity2 of 20
AutoZoneNamed by Gemini2 of 20
Blue Star BrothersNamed by Perplexity2 of 20
East Side AutoNamed by Perplexity2 of 20
Main Street Auto RepairNamed by Gemini2 of 20

Who each AI tool named

Perplexity

10 of its 10 answers named at least one business.

  1. 96 Auto Repair (3)
  2. Adam's Mobile Mechanic NYC (2)
  3. Blue Star Brothers (2)
  4. East Side Auto (2)
  5. Manhattan Auto Service & Bodywork (2)
  6. 341 Andre's Auto Repair (1)
  7. A&A Quick Fix Auto Repair (1)
  8. AC Automotive Repair (1)
  9. Allison Auto Center (1)
  10. AutoBahn Service Center (1)

Gemini (model knowledge)

10 of its 10 answers named at least one business.

  1. B&R Auto Repair (4)
  2. Midas (4)
  3. West Side Mechanics (4)
  4. Meineke (3)
  5. AutoZone (2)
  6. Main Street Auto Repair (2)
  7. Master Tech Automotive (2)
  8. O'Reilly Auto Parts (2)
  9. A&E Auto Repair (1)
  10. AAA (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 New York, NY. Which auto repair shop should I call right now?

    Perplexity

    1. Adam's Mobile Mechanic NYC
    2. 96 Auto Repair

    Gemini

    1. AAA
    2. GEICO
    3. Progressive
    4. State Farm
    5. West Side Mechanics
    6. B&R Auto Repair
    7. Main Street Auto Repair

  2. How much does brake repair cost in New York, NY, and which auto repair shops charge fair prices?

    Perplexity

    1. Mavis
    2. Manhattan Auto Service & Bodywork
    3. East Side Auto
    4. Blue Star Brothers
    5. 341 Andre's Auto Repair
    6. Trusted Top Notch Auto Repair
    7. Trusted Tilden Auto Repair

    Gemini

    1. West Side Mechanics
    2. High Line Car Care
    3. Al's Auto Repair
    4. Brooklyn Auto Repair
    5. Main Street Auto Repair
    6. B&R Auto Repair
    7. Midas
    8. Meineke
    9. RockAuto

  3. Who is the most trusted mechanic in New York, NY?

    Perplexity

    1. Luis Tire & Roadside Assistance

    Gemini

    1. Artie's Automotive
    2. Steve's 55th Street Garage
    3. Gary's Auto Repair
    4. L&M Foreign Cars
    5. B&R Auto Repair

  4. Which auto repair shop in New York, NY is best for check engine light diagnosis?

    Perplexity

    1. AC Automotive Repair
    2. Spectrum Auto Inc
    3. Quality Auto Services
    4. 96 Auto Repair
    5. Allison Auto Center

    Gemini

    1. West Side Mechanics
    2. Repair One
    3. Master Tech Automotive
    4. AutoZone
    5. O'Reilly Auto Parts
    6. Jiffy Lube

  5. My check engine light is flashing in New York, NY. Which shop can look at my car today?

    Perplexity

    1. A&A Quick Fix Auto Repair

    Gemini

    1. AutoZone
    2. O'Reilly Auto Parts
    3. Advance Auto Parts
    4. Midas
    5. Meineke

  6. Who is the most affordable mechanic near New York, NY?

    Perplexity

    1. Adam's Mobile Mechanic NYC
    2. 96 Auto Repair
    3. Meet A Mechanic

    Gemini

    1. Midas
    2. Meineke

  7. Which auto repair shops in New York, NY have the best reviews?

    Perplexity

    1. Omar's Discount Tire and Auto Repair
    2. City Line Imports
    3. Inwood Arch Automotive
    4. Midtown Center Auto Repair & Body Shop

    Gemini

    1. Artie's Auto Repair
    2. Garageman
    3. M & M Auto Repair
    4. Master Tech Automotive
    5. B & B Automotive
    6. Clinton Hill Auto
    7. Major World Service Center
    8. Jackson Heights Auto Repair
    9. B&R Auto Repair

  8. I need an oil change in New York, NY. Which local shop do you recommend?

    Perplexity

    1. Manhattan Auto Service & Bodywork

    Gemini

    1. West Side Mechanics
    2. Royale Auto
    3. A&E Auto Repair
    4. NYC Auto Care
    5. Reliable Auto Repair

  9. Is there an auto repair shop near New York, NY open early or on weekends?

    Perplexity

    1. AutoBahn Service Center
    2. Blue Star Brothers
    3. East Side Auto
    4. King Auto Collision

    Gemini

    1. Jack's Auto Repair
    2. Midas
    3. Bay Ridge Auto Repair
    4. Expert Auto Repair
    5. Master Mechanic Auto Repair
    6. Pep Boys

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

    Perplexity

    1. Dakar Transmissions
    2. One Stop Transmission
    3. Diamond Transmissions/DJ's Auto & Truck Repair Center
    4. Spirit Service Center
    5. Lee Myles
    6. Dolphin Transmissions

    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 (8)
  2. carfax.com (6)
  3. 96autorepair.com (4)
  4. loc8nearme.com (4)
  5. mechanicadvisor.com (3)
  6. newyorkmobilemechanic.com (3)
  7. yourmechanic.com (3)
  8. compareautorepairs.com (2)
  9. mechanicrank.com (2)
  10. midas.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

0 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.

3 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: 6 of them came up for urgent requests, 6 for questions about price, 1 for questions about trust and reviews, and 2 for questions about a specific service.

How we measured this

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

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

B&R Auto Repair, Midas and West Side Mechanics were the auto repair shops AI named most often in New York, NY, in 4 of 20 answers each 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.