Car repair shops in Boston that AI assistants recommend

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

Foreign Auto is named most, in 50% of 36 answers.

The ranking

AI Recommendation Rate

1Foreign Auto50%
95%: 35 to 66%
ChatGPT
75%
Claude
0%
Gemini
75%
Questions
4 of 4
Avg. position
1.6
Named in answers to
- What is the best auto repair shop in Boston?, from ChatGPT and Gemini
- My check engine light is on. Which mechanic in Boston would you recommend?, from ChatGPT and Gemini
- Which auto repair shop in Boston is honest and fairly priced?, from ChatGPT and Gemini
- I need new brakes on my car in Boston. Where should I take it?, from Gemini
Also written Foreign Auto Center, Foreign Auto Repair
Is this your business?
2Good News Garage33%
95%: 20 to 50%
ChatGPT
100%
Claude
0%
Gemini
0%
Questions
4 of 4
Avg. position
1.3
Named in answers to
- What is the best auto repair shop in Boston?, from ChatGPT
- My check engine light is on. Which mechanic in Boston would you recommend?, from ChatGPT
- Which auto repair shop in Boston is honest and fairly priced?, from ChatGPT
- I need new brakes on my car in Boston. Where should I take it?, from ChatGPT
Is this your business?
3Boston Auto Repair31%
95%: 18 to 47%
ChatGPT
0%
Claude
0%
Gemini
92%
Questions
4 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Boston?, from Gemini
- My check engine light is on. Which mechanic in Boston would you recommend?, from Gemini
- Which auto repair shop in Boston is honest and fairly priced?, from Gemini
- I need new brakes on my car in Boston. Where should I take it?, from Gemini
Also written Boston Auto Repair & Body Shop, Boston Auto Repair and Body Shop, Boston Auto Repair Center
Is this your business?
4Foreign Motors25%
95%: 14 to 41%
ChatGPT
0%
Claude
50%
Gemini
25%
Questions
4 of 4
Avg. position
1.9
Named in answers to
- What is the best auto repair shop in Boston?, from Claude and Gemini
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
- Which auto repair shop in Boston is honest and fairly priced?, from Claude
- I need new brakes on my car in Boston. Where should I take it?, from Gemini
Also written Boston Foreign Motors, Foreign Motors West
Is this your business?
5Midas22%
95%: 12 to 38%
ChatGPT
33%
Claude
33%
Gemini
0%
Questions
2 of 4
Avg. position
2.5
Named in answers to
- My check engine light is on. Which mechanic in Boston would you recommend?, from ChatGPT and Claude
- I need new brakes on my car in Boston. Where should I take it?, from ChatGPT and Claude
Is this your business?
6Mechanic One17%
95%: 8 to 32%
ChatGPT
0%
Claude
0%
Gemini
50%
Questions
3 of 4
Avg. position
1.7
Named in answers to
- My check engine light is on. Which mechanic in Boston would you recommend?, from Gemini
- Which auto repair shop in Boston is honest and fairly priced?, from Gemini
- I need new brakes on my car in Boston. Where should I take it?, from Gemini
Also written Mechanic One Auto Repair
Is this your business?
7Firestone Complete Auto Care17%
95%: 8 to 32%
ChatGPT
25%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
3.3
Named in answers to
- I need new brakes on my car in Boston. Where should I take it?, from ChatGPT and Claude
Is this your business?
8Herb Chambers11%
95%: 4 to 25%
ChatGPT
0%
Claude
33%
Gemini
0%
Questions
3 of 4
Avg. position
2.5
Named in answers to
- What is the best auto repair shop in Boston?, from Claude
- Which auto repair shop in Boston is honest and fairly priced?, from Claude
- I need new brakes on my car in Boston. Where should I take it?, from Claude
Also written Herb Chambers Auto Body & Service, Herb Chambers Auto Group Service Centers, Herb Chambers Auto Repair, Herb Chambers Honda Service
Is this your business?
9Dorchester Tire & Auto Repair8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
2 of 4
Avg. position
1.3
Named in answers to
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
- Which auto repair shop in Boston is honest and fairly priced?, from Claude
Also written Dorchester Tire & Automotive
Is this your business?
10Direct Tire & Auto Service8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
2.7
Named in answers to
- What is the best auto repair shop in Boston?, from Claude
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
- Which auto repair shop in Boston is honest and fairly priced?, from Claude
Is this your business?
11Boston Village Auto Body & Repair8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Boston?, from ChatGPT
- My check engine light is on. Which mechanic in Boston would you recommend?, from ChatGPT
Is this your business?
12Newbury Automotive8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
3
Named in answers to
- What is the best auto repair shop in Boston?, from Claude
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
- I need new brakes on my car in Boston. Where should I take it?, from Claude
Also written Newbury Auto Service
Is this your business?
13Monro Auto Service and Tire Centers8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
1 of 4
Avg. position
3.3
Named in answers to
- I need new brakes on my car in Boston. Where should I take it?, from Claude
Is this your business?
14Boston Tire & Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
1
Named in answers to
- I need new brakes on my car in Boston. Where should I take it?, from Claude
Is this your business?
15Boston Mobile Mechanic6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
Is this your business?
16Commonwealth Automotive6%
95%: 2 to 18%
ChatGPT
0%
Claude
8%
Gemini
8%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- Which auto repair shop in Boston is honest and fairly priced?, from Claude and Gemini
Also written Commonwealth Auto Repair
Is this your business?
17Hogan Tire & Auto6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
1 of 4
Avg. position
2.5
Named in answers to
- Which auto repair shop in Boston is honest and fairly priced?, from ChatGPT
Is this your business?
18Mike's Auto Service6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
5
Named in answers to
- What is the best auto repair shop in Boston?, from Claude
- My check engine light is on. Which mechanic in Boston would you recommend?, from Claude
Also written Mike's Auto Body & Service
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. 31 more names came up in a single answer and are counted above but not listed.

Car repair shops in Boston: is this your field?

49different names in 36 answers, 31 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you

Is this your business?

Named on this list? Get the badge for your website and a free scan of who AI assistants recommend to your customers. Use the badge only for a business named here. It records this edition, without verifying ownership or promising future mentions.

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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 Boston, ChatGPT, Claude and Gemini named Foreign Auto most often, in 50% of answers (its AI Recommendation Rate), then Good News Garage (33%). Across 36 answers they named 49 different businesses, 31 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.

50% of answers named Foreign Auto

Answers: 36
Businesses named: 49
Named only once: 31
Named by 2+ assistants: 5 of 18
Named again on a rerun: 51%

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	Good News Garage100%	Foreign Motors50%	Boston Auto Repair92%
2	Foreign Auto75%	Midas33%	Foreign Auto75%
3	Midas33%	Herb Chambers33%	Mechanic One50%
4	Firestone Complete Auto Care25%	Firestone Complete Auto Care25%	Foreign Motors25%
5	Boston Village Auto Body & Repair25%	Dorchester Tire & Auto Repair25%	Commonwealth Automotive8%

Questions about car repair shops in Boston

How AI assistants recommend car repair shops

ChatGPT, Claude and Gemini named Foreign Auto most often, in 50% of 36 answers, then Good News Garage (33%) and Boston Auto Repair (31%). 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 Good News Garage most often (100% of its answers), Claude Foreign Motors (50%) and Gemini Boston Auto Repair (92%). 5 of the 18 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, 51% 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/boston"><img src="https://aigrow.gg/badges/index/2026-11/car-repair/boston.svg" width="312" height="100" alt="Named by AI assistants: Car repair shops in Boston, 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 Boston?
2My check engine light is on. Which mechanic in Boston would you recommend?
3Which auto repair shop in Boston is honest and fairly priced?
4I need new brakes on my car in Boston. 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