NamedTest

Which auto repair shops does AI name in Philadelphia, PA?

Fairmount Auto Repair was the auto repair shop AI named most often in Philadelphia, PA: in 4 of 20 answers in October 2026.

Across 20 answers to 10 customer questions, Perplexity and Gemini (model knowledge) named 55 different auto repair shops. The 6 named most often held 24% of all mentions.

Perplexity named Meineke, 6140 Frankford Ave most often (2 of 10 answers) and Gemini named Fairmount Auto Repair most often (4 of 10 answers).

Answers collected October 18, 2026. AI answers change from day to day.

The auto repair shops AI named most

BusinessAnswers naming it
Fairmount Auto RepairNamed by Gemini4 of 20
B&B Auto RepairNamed by Gemini3 of 20
P&A Auto RepairNamed by Gemini3 of 20
V&S Auto RepairNamed by Gemini3 of 20
AamcoNamed by Perplexity and Gemini2 of 20
BimmerworksNamed by Gemini2 of 20
Fairmount Automotive CenterNamed by Gemini2 of 20
Firestone Complete Auto CareNamed by Gemini2 of 20
Fishtown Auto RepairNamed by Gemini2 of 20
Meineke, 6140 Frankford AveNamed by Perplexity2 of 20

Who each AI tool named

Perplexity

10 of its 10 answers named at least one business.

  1. Meineke, 6140 Frankford Ave (2)
  2. Roll's Auto Service (2)
  3. 4 Aces Auto Repair (1)
  4. 8 Cylinders Auto Repair (1)
  5. A&D Automotive Service Center (1)
  6. Aamco (1)
  7. Ace Transmissions (1)
  8. Action Transmissions (1)
  9. Al's Performance Auto Repair (1)
  10. AutoZmotive (1)

Gemini (model knowledge)

10 of its 10 answers named at least one business.

  1. Fairmount Auto Repair (4)
  2. B&B Auto Repair (3)
  3. P&A Auto Repair (3)
  4. V&S Auto Repair (3)
  5. Bimmerworks (2)
  6. Fairmount Automotive Center (2)
  7. Firestone Complete Auto Care (2)
  8. Fishtown Auto Repair (2)
  9. AAA (1)
  10. Aamco (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 Philadelphia, PA. Which auto repair shop should I call right now?

    Perplexity

    1. Universal Auto Repair
    2. Meineke, 6140 Frankford Ave

    Gemini

    1. George's Towing
    2. AAA
    3. Fairmount Automotive Center
    4. VAC (Vito's Auto Center)
    5. C & C Auto Repair
    6. Gary's Automotive

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

    Perplexity

    1. AutoZmotive
    2. Midas
    3. Xavier's Auto Center
    4. 4 Aces Auto Repair
    5. Keller's Auto & Truck Repair

    Gemini

    1. Fairmount Auto Repair
    2. VACs (Vehicle Automotive Care)
    3. B&B Auto Repair
    4. Tuffy Tire & Auto Service
    5. RockAuto
    6. Groupon Philadelphia

  3. Who is the most trusted mechanic in Philadelphia, PA?

    Perplexity

    1. Al's Performance Auto Repair
    2. A&D Automotive Service Center

    Gemini

    1. P&A Auto Repair
    2. V&S Auto Repair
    3. Lee's Auto Body & Repair
    4. Bimmerworks
    5. Schweiger Auto Repair

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

    Perplexity

    1. Schafer's Automotive
    2. Roll's Auto Service

    Gemini

    1. Old City Auto Repair
    2. Fischers Auto Repair
    3. V&S Automotive
    4. Precision Auto Works

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

    Perplexity

    1. 8 Cylinders Auto Repair

    Gemini

    1. Pep Boys
    2. Firestone Complete Auto Care
    3. Midas
    4. AutoZone
    5. Advance Auto Parts
    6. NAPA Auto Parts

  6. Who is the most affordable mechanic near Philadelphia, PA?

    Perplexity

    1. Roll's Auto Service

    Gemini

    1. B&B Auto Repair
    2. Cedar Park Auto
    3. Fishtown Auto Repair
    4. Fairmount Auto Repair

  7. Which auto repair shops in Philadelphia, PA have the best reviews?

    Perplexity

    1. Midvale Avenue Automotive
    2. Fanelle's Auto Repair
    3. MT and Leis Auto Service

    Gemini

    1. P&A Auto Repair
    2. V&S Auto Repair
    3. Fairmount Auto Repair
    4. Frank’s Servicenter
    5. Lee’s Auto Service
    6. Bimmerworks
    7. T&L Auto

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

    Perplexity

    1. Take 5 Oil Change

    Gemini

    1. Precision Auto Repair
    2. Fairmount Auto Repair
    3. Fishtown Auto Repair
    4. V&S Auto Repair
    5. Jiffy Lube
    6. Valvoline

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

    Perplexity

    1. Meineke, 6140 Frankford Ave
    2. K & A Auto Body Shop, 429 S. 61st St

    Gemini

    1. Auto Express
    2. B&B Auto Repair
    3. Firestone Complete Auto Care
    4. P&A Auto Repair
    5. Fairmount Automotive Center

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

    Perplexity

    1. Action Transmissions
    2. Ace Transmissions
    3. Aamco

    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. carfax.com (6)
  2. repairpal.com (5)
  3. midas.com (4)
  4. rollsauto.com (4)
  5. surecritic.com (4)
  6. meineke.com (3)
  7. 8cylindersautorepair.com (2)
  8. apautoshop.com (2)
  9. autozrepair.com (2)
  10. compareautorepairs.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

1 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.

0 of the 6 had their own website among the sources the answers cited, and AI gave a website for 0 of them.

By the kind of question: 2 of them came up for urgent requests, 3 for questions about price, 4 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 Philadelphia, PA, once on each AI tool, through each tool's official API. For example:

  • My car broke down in Philadelphia, PA. Which auto repair shop should I call right now?
  • Who is the most trusted mechanic in Philadelphia, PA?
  • Which auto repair shop in Philadelphia, PA 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 18, 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 Philadelphia, PA?

Fairmount Auto Repair was the auto repair shop AI named most often in Philadelphia, PA: 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 18, 2026 and October 18, 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.