Car repair shops in Philadelphia that AI assistants recommend

Name: AI assistant recommendations: Car repair shops in Philadelphia, November 2026
Creator: AIGROW
License: https://creativecommons.org/licenses/by/4.0/

South Philly Auto Repair is named most, in 33% of 36 answers.

The ranking

AI Recommendation Rate

1South Philly Auto Repair33%
95%: 20 to 50%
ChatGPT
0%
Claude
25%
Gemini
75%
Questions
4 of 4
Avg. position
2.8
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from Gemini
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Claude and Gemini
- I need new brakes on my car in Philadelphia. Where should I take it?, from Gemini
Also written South Philly Auto Service
Is this your business?
2Don's Auto Repair28%
95%: 16 to 44%
ChatGPT
83%
Claude
0%
Gemini
0%
Questions
4 of 4
Avg. position
1.1
Named in answers to
- What is the best auto repair shop in Philadelphia?, from ChatGPT
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from ChatGPT
- Which auto repair shop in Philadelphia is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Philadelphia. Where should I take it?, from ChatGPT
Is this your business?
3Midas19%
95%: 10 to 35%
ChatGPT
25%
Claude
25%
Gemini
8%
Questions
1 of 4
Avg. position
2.1
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from ChatGPT, Claude and Gemini
Is this your business?
4Pep Boys19%
95%: 10 to 35%
ChatGPT
25%
Claude
25%
Gemini
8%
Questions
1 of 4
Avg. position
2.7
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from ChatGPT, Claude and Gemini
Also written Pep Boys Auto Service & Tire Center
Is this your business?
5Foreign Fix Auto Center17%
95%: 8 to 32%
ChatGPT
50%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
2.8
Named in answers to
- What is the best auto repair shop in Philadelphia?, from ChatGPT
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from ChatGPT
- Which auto repair shop in Philadelphia is honest and fairly priced?, from ChatGPT
Is this your business?
6Brake Masters14%
95%: 6 to 29%
ChatGPT
0%
Claude
17%
Gemini
25%
Questions
1 of 4
Avg. position
1
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from Claude and Gemini
Is this your business?
7P&A Auto Repair14%
95%: 6 to 29%
ChatGPT
0%
Claude
0%
Gemini
42%
Questions
3 of 4
Avg. position
2.8
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from Gemini
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Gemini
Is this your business?
8Firestone Complete Auto Care14%
95%: 6 to 29%
ChatGPT
17%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
3.6
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from ChatGPT and Claude
Is this your business?
9Fairmount Auto Repair11%
95%: 4 to 25%
ChatGPT
0%
Claude
0%
Gemini
33%
Questions
2 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Gemini
Is this your business?
10Kensington Auto & Truck11%
95%: 4 to 25%
ChatGPT
33%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Philadelphia?, from ChatGPT
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from ChatGPT
Also written Kensington Auto & Truck Service
Is this your business?
11AAMCO11%
95%: 4 to 25%
ChatGPT
0%
Claude
33%
Gemini
0%
Questions
2 of 4
Avg. position
3.3
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Claude
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Claude
Also written AAMCO Philadelphia, AAMCO Transmissions & Total Car Care of Philadelphia
Is this your business?
12Frank's Auto Repair8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
2 of 4
Avg. position
1.3
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from Gemini
Also written Frank's Auto Service
Is this your business?
131939 Auto8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
1.7
Named in answers to
- What is the best auto repair shop in Philadelphia?, from ChatGPT
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from ChatGPT
- Which auto repair shop in Philadelphia is honest and fairly priced?, from ChatGPT
Is this your business?
14Papadakis Auto Repair8%
95%: 3 to 22%
ChatGPT
0%
Claude
0%
Gemini
25%
Questions
3 of 4
Avg. position
2.7
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Gemini
- I need new brakes on my car in Philadelphia. Where should I take it?, from Gemini
Also written Papadakis Auto Service
Is this your business?
15Monro Auto Service and Tire Centers8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
4.3
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from Claude
Is this your business?
16East Falls Automotive6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
1
Named in answers to
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Claude
Also written East Falls Auto Repair
Is this your business?
17Foreign Auto Specialists6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
2 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from Gemini
Is this your business?
18Frankford Torresdale Auto Repair6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
1
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Claude
- My check engine light is on. Which mechanic in Philadelphia would you recommend?, from Claude
Also written Frankford Torresdale Service Center
Is this your business?
19B&B Auto Repair6%
95%: 2 to 18%
ChatGPT
0%
Claude
0%
Gemini
17%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Philadelphia?, from Gemini
Is this your business?
20Mavis Discount Tire6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
3
Named in answers to
- I need new brakes on my car in Philadelphia. Where should I take it?, from Claude
Is this your business?
21Frankford Tire & Auto Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
4.5
Named in answers to
- Which auto repair shop in Philadelphia is honest and fairly priced?, from Claude
- I need new brakes on my car in Philadelphia. Where should I take it?, from Claude
Is this your business?

Open a row to see each assistant's share of its own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 28 more names came up in a single answer and are counted above but not listed.

Car repair shops in Philadelphia: is this your field?

49different names in 36 answers, 28 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you

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No business can pay to appear in the Index, rise in it or be removed from it. How the Index stays neutral

AI Visibility Index · November 2026

Asked about car repair shops in Philadelphia, ChatGPT, Claude and Gemini named South Philly Auto Repair most often, in 33% of answers (its AI Recommendation Rate), then Don's Auto Repair (28%). Across 36 answers they named 49 different businesses, 28 of them only once. Each of four buyer questions was asked three times, in English, in November 2026.

The AI Recommendation Rate is the fraction of the 36 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

33% of answers named South Philly Auto Repair

Answers: 36
Businesses named: 49
Named only once: 28
Named by 2+ assistants: 5 of 21
Named again on a rerun: 38%

Edition November 2026. Download the data

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#	ChatGPT	Claude	Gemini
1	Don's Auto Repair83%	AAMCO33%	South Philly Auto Repair75%
2	Foreign Fix Auto Center50%	South Philly Auto Repair25%	P&A Auto Repair42%
3	Kensington Auto & Truck33%	Midas25%	Fairmount Auto Repair33%
4	Midas25%	Pep Boys25%	Brake Masters25%
5	Pep Boys25%	Firestone Complete Auto Care25%	Frank's Auto Repair25%

Claude named no business in 3 of its 12 answers.

Questions about car repair shops in Philadelphia

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named South Philly Auto Repair most often, in 33% of 36 answers, then Don's Auto Repair (28%) and Midas (19%). The names come from what the assistants answered to four buyer questions in November 2026; we have not checked that any of them is good, open or real.

Not always. ChatGPT named Don's Auto Repair most often (83% of its answers), Claude AAMCO (33%) and Gemini South Philly Auto Repair (75%). 5 of the 21 listed businesses were named by two or more of them.

Each question was asked three times. Of the names an assistant gave for a question, 38% came back in two or more of those runs; the rest came up once. The 95% range beside each rate in the ranking shows how far it could move by chance.

Run the free checker: it asks ChatGPT, Claude, Gemini and Grok two of the Index questions for car repair shops, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up. The page on how AI assistants recommend car repair shops shows what an owner can work on. Nothing can guarantee that an assistant names you.

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Correct or remove a listing

<a href="https://aigrow.gg/index/car-repair/philadelphia"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/philadelphia.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Philadelphia, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

1What is the best auto repair shop in Philadelphia?
2My check engine light is on. Which mechanic in Philadelphia would you recommend?
3Which auto repair shop in Philadelphia is honest and fairly priced?
4I need new brakes on my car in Philadelphia. Where should I take it?

How to read this page

The full method

What it measures: Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter: 36 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings: Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong: If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Where the assistants look

The sites read most often, with web search on, before the assistants answer about this category in the United States. From the AI Source Map: 11 answers.

See every site for this category