Which car brands are the most reliable?
Cars & SedansNamed in 5 of 6 answers
#3
64.7
Rank by surface
Google AI Overviews#2
ChatGPT#2
Claude#3
Gemini#3
Microsoft Copilot#3
Brand profile
A Japanese automobile manufacturer, known for its boxer engines and all-wheel drive systems, founded in 1953.
15 questions · 9 categories · As of Nov 12, 2026
| Categories | Category rank | Questions | Score |
|---|---|---|---|
| Car Dealerships | #13of 148 | 4 | 87.9 |
| Cars & Sedans | #14of 291 | 2 | 118.6 |
| Brands | #30of 257 | 2 | 46.0 |
| Vehicles & Transportation | #35of 1,424 | 1 | 52.9 |
| Automotive Services | #52of 533 | 1 | 10.8 |
| Electric Vehicles | #58of 131 | 1 | 24.5 |
| Products | #116of 32,358 | 2 | 25.2 |
| SUVs & Crossovers | #138of 224 | 1 | 11.8 |
| Services | #769of 11,598 | 1 | 6.0 |
Brands named in the same answers as Subaru in the last four weeks, counted in answers.
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| CarMax | 35 | Carvana (26), CarGurus (19), Autotrader (17) |
| Carvana | 27 | CarMax (26), CarGurus (18), Autotrader (17) |
| CarGurus | 20 | CarMax (19), Carvana (18), Autotrader (17) |
| Cars.com | 18 | Carvana (17), CarMax (17), Autotrader (16) |
| Autotrader | 18 | CarGurus (17), Carvana (17), CarMax (17) |
| Toyota | 17 | Honda (10), Subaru (9), CarMax (9) |
| Facebook Marketplace | 13 | Cars.com (12), Carvana (12), CarMax (11) |
| Edmunds | 13 | CarGurus (13), CarMax (13), Carvana (12) |
| Porsche | 10 | MINI (9), Lexus (9), Subaru (9) |
| Lexus | 13 | Subaru (11), MINI (9), Buick (9) |
| Bring a Trailer | 12 | Cars.com (12), Carvana (12), CarMax (12) |
| MINI | 10 | Lexus (9), Porsche (9), Subaru (9) |
| Subaru | 14 | Lexus (11), MINI (9), Toyota (9) |
| Cars & Bids | 10 | Cars.com (10), Carvana (10), Autotrader (9) |
| Chevrolet | 9 | Toyota (7), Subaru (6), MINI (5) |
| Buick | 9 | Lexus (9), MINI (8), Subaru (8) |
| Kelley Blue Book | 10 | CarGurus (10), CarMax (10), Edmunds (9) |
| Infiniti | 7 | MINI (7), Lexus (7), Buick (7) |
| Honda | 13 | Toyota (10), AutoNation (8), Subaru (7) |
| Ford | 10 | Toyota (8), Honda (6), Subaru (6) |
| Autonomy (organization) | 5 | Sixt+ (4) |
| AutoTempest | 6 | Autotrader (6), Cars.com (6), CarGurus (6) |
| Sixt+ | 5 | Autonomy (organization) (4) |
| TrueCar | 6 | Carvana (6), CarMax (6), CarGurus (5) |
| Carfax | 9 | Kelley Blue Book (9), CarGurus (9), CarMax (9) |
| BMW Financial Services | 5 | Ford Credit (2), Ford (1), Chevrolet (1) |
| AutoNation | 11 | Toyota (8), Honda (8), CarMax (7) |
| Craigslist | 7 | Facebook Marketplace (7), Cars.com (6), Carvana (6) |
| Ford Credit | 3 | BMW Financial Services (2), Ford (1), Chevrolet (1) |
| Mazda | 9 | Subaru (8), Ford (5), MINI (5) |
Sites the answers naming this brand cited in the last four weeks. Counts are citing answers.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | jdpower.com | 19 |
| 2 | consumerreports.org | 16 |
| 3 | youtube.com | 10 |
| 4 | reddit.com | 8 |
| 5 | kbb.com | 8 |
| 6 | caredge.com | 6 |
| 7 | rankings.newsweek.com | 6 |
| 8 | visualcapitalist.com | 6 |
| 9 | autos.yahoo.com | 4 |
| 10 | forbes.com | 4 |
For the brand's best questions: of each surface's 1 answers, how many named it.
| Questions | ||||||
|---|---|---|---|---|---|---|
| 1Which car brands are the most reliable? | 1 | 1 | 1 | 1 | 0 | 1 |
| 2What are the most reliable cars? | 1 | 1 | 1 | 1 | 0 | 0 |
| 3What are the best vehicle brands for reliability? | 1 | 1 | 1 | 1 | 0 | 1 |
| 4Which car brands have the best dealership service? | 0 | 1 | 1 | 1 | 1 | 1 |
| 5Which car dealerships are the most trusted? | 0 | 0 | 1 | 1 | 1 | 0 |
| 6Which EV brands are the most reliable? | 1 | 1 | 0 | 0 | 0 | 0 |
| 7What are the most trusted brands for quality? | 0 | 0 | 1 | 1 | 1 | 0 |
| 8Which brands have the most loyal customers? | 0 | 0 | 1 | 1 | 0 | 1 |
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