Subcategory
Cars & Sedans
This index adds up the scores of 11 questions. 291 brands are ranked.
- Edition
- Nov 12, 2026
- Methodology
- v5.0
- Panel
- 6 AI surfaces
AI Visibility Ranking
Brands across every question in this category, ordered by GenRank score.
#BrandScore
- 1Honda Civic350.7
- 2Toyota Camry330.8
- 3Toyota Corolla279.4
- 4Toyota Prius258.4
- 5Honda Accord243.6
- 6Toyota189.1
- 7Mazda 3179.7
- 8Hyundai Elantra176.4
- 9Civic Hybrid172.9
- 10Lexus163.7
Show all 50
- 11Lexus ES133.8
- 12Corolla Hybrid131.6
- 13Honda118.8
- 14Subaru118.6
- 15Toyota Camry Hybrid118.5
- 16Nissan Versa87.1
- 17Kia K480.9
- 18Mazda76.5
- 19Tesla Model 374.1
- 20Subaru Outback72.4
- 21BMW 3 Series70.4
- 22Mazda MX-5 Miata69.1
- 23Hyundai Elantra Hybrid64.4
- 24Mercedes-Benz E-Class64.1
- 252026 Porsche 91164.0
- 26Genesis G8063.8
- 27Honda Accord Hybrid63.8
- 28Mazda CX-563.6
- 29Prius Prime62.8
- 30Mercedes-Benz S-Class61.5
- 31Toyota RAV4 Hybrid61.2
- 32Acura60.2
- 33BMW60.0
- 34Toyota GR8659.2
- 35Honda CR-V58.3
- 36Hyundai Sonata55.9
- 37Subaru Crosstrek55.1
- 38Toyota RAV454.2
- 39Subaru BRZ52.9
- 40Audi A652.5
- 41Hyundai Elantra Hybrid Blue51.3
- 42Toyota Sienna51.2
- 43Honda CR-V Hybrid50.0
- 44Lucid Air49.9
- 45BMW 7 Series48.6
- 46Buick46.9
- 47BMW 5-Series46.7
- 48Honda Fit45.7
- 49Porsche Panamera44.8
- 50Ford Maverick Hybrid44.5
- 1Honda Civic350.7
- 2Toyota Camry330.8
- 3Toyota Corolla279.4
- 4Toyota Prius258.4
- 5Honda Accord243.6
- 6Toyota189.1
- 7Mazda 3179.7
- 8Hyundai Elantra176.4
- 9Civic Hybrid172.9
- 10Lexus163.7
- 11Lexus ES133.8
- 12Corolla Hybrid131.6
- 13Honda118.8
- 14Subaru118.6
- 15Toyota Camry Hybrid118.5
- 16Nissan Versa87.1
- 17Kia K480.9
- 18Mazda76.5
- 19Tesla Model 374.1
- 20Subaru Outback72.4
- 21BMW 3 Series70.4
- 22Mazda MX-5 Miata69.1
- 23Hyundai Elantra Hybrid64.4
- 24Mercedes-Benz E-Class64.1
- 252026 Porsche 91164.0
- 26Genesis G8063.8
- 27Honda Accord Hybrid63.8
- 28Mazda CX-563.6
- 29Prius Prime62.8
- 30Mercedes-Benz S-Class61.5
- 31Toyota RAV4 Hybrid61.2
- 32Acura60.2
- 33BMW60.0
- 34Toyota GR8659.2
- 35Honda CR-V58.3
- 36Hyundai Sonata55.9
- 37Subaru Crosstrek55.1
- 38Toyota RAV454.2
- 39Subaru BRZ52.9
- 40Audi A652.5
- 41Hyundai Elantra Hybrid Blue51.3
- 42Toyota Sienna51.2
- 43Honda CR-V Hybrid50.0
- 44Lucid Air49.9
- 45BMW 7 Series48.6
- 46Buick46.9
- 47BMW 5-Series46.7
- 48Honda Fit45.7
- 49Porsche Panamera44.8
- 50Ford Maverick Hybrid44.5
Top 50 of 291
The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology
The questions behind this index
11Each question with its top three brands by GenRank score and how many brands its answers named.
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.
Named by surface
Each cell: of the surface's 11 answers, how many named the brand. Darker means named more often.
- Window
- Oct 18, 2026 ~ Nov 8, 2026
| Brand |  Google AI Overviews |  ChatGPT |  Claude |  Gemini | Google AI Mode |  Microsoft Copilot |
|---|---|---|---|---|---|---|
| 1Honda Civic | 6 | 4 | 5 | 5 | 3 | 5 |
| 2Toyota Camry | 5 | 4 | 5 | 6 | 5 | 5 |
| 3Toyota Corolla | 4 | 3 | 5 | 4 | 1 | 5 |
| 4Toyota Prius | 3 | 5 | 3 | 4 | 3 | 3 |
| 5Honda Accord | 4 | 3 | 5 | 5 | 2 | 5 |
| 6Toyota | 2 | 2 | 3 | 3 | 2 | 1 |
| 7Mazda 3 | 2 | 3 | 4 | 4 | 2 | 3 |
| 8Hyundai Elantra | 4 | 1 | 4 | 3 | 0 | 4 |
| 9Civic Hybrid | 3 | 1 | 2 | 3 | 3 | 2 |
| 10Lexus | 2 | 2 | 2 | 3 | 2 | 1 |
| 11Lexus ES | 2 | 2 | 2 | 2 | 1 | 2 |
| 12Corolla Hybrid | 2 | 3 | 2 | 2 | 1 | 2 |
| 13Honda | 2 | 2 | 3 | 3 | 0 | 1 |
| 14Subaru | 2 | 2 | 2 | 2 | 0 | 1 |
| 15Toyota Camry Hybrid | 1 | 2 | 0 | 3 | 1 | 3 |
Named alongside
Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.
- Answers naming the brand
- 5
- 11
- 37
- Answers naming both
- 1
- 24
- Answers naming the brand
- 5
- 11
- 37
- Answers naming both
- 1
- 24
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| Honda Civic | 37 | Toyota Corolla (24), Honda Accord (24), Hyundai Elantra (23) |
| Toyota Camry | 33 | Honda Civic (23), Honda Accord (23), Toyota Corolla (18) |
| Toyota Corolla | 28 | Honda Civic (24), Toyota Camry (18), Mazda 3 (16) |
| Toyota Prius | 23 | Honda Civic (13), Toyota Corolla (12), Mazda 3 (11) |
| Honda Accord | 28 | Honda Civic (24), Toyota Camry (23), Toyota Corolla (16) |
| Toyota | 13 | Lexus (12), Honda (11), Subaru (9) |
| Mazda 3 | 25 | Honda Civic (22), Toyota Corolla (16), Toyota Camry (15) |
| Hyundai Elantra | 24 | Honda Civic (23), Toyota Corolla (16), Mazda 3 (13) |
| Civic Hybrid | 16 | Toyota Prius (10), Toyota Camry Hybrid (8), Corolla Hybrid (8) |
| Lexus | 12 | Toyota (12), Honda (10), Subaru (9) |
| Lexus ES | 14 | BMW 3 Series (9), Honda Civic (9), Honda Accord (8) |
| Corolla Hybrid | 14 | Toyota Prius (11), Civic Hybrid (8), Hyundai Elantra (7) |
| Honda | 11 | Toyota (11), Lexus (10), Subaru (9) |
| Subaru | 9 | Lexus (9), Toyota (9), Honda (9) |
| Toyota Camry Hybrid | 11 | Civic Hybrid (8), Toyota Prius (6), Honda Civic (5) |
| Nissan Versa | 10 | Hyundai Elantra (8), Honda Civic (8), Toyota Corolla (6) |
| Kia K4 | 16 | Honda Civic (12), Mazda 3 (10), Hyundai Elantra (10) |
| Mazda | 8 | Lexus (5), Toyota (5), Honda (5) |
| Tesla Model 3 | 9 | Honda Civic (6), Lexus ES (5), Hyundai Elantra (5) |
| Subaru Outback | 8 | Mazda 3 (6), Toyota Camry (6), Honda Accord (6) |
| BMW 3 Series | 12 | Lexus ES (9), Hyundai Elantra (7), Honda Civic (7) |
| Mazda MX-5 Miata | 5 | 2026 Porsche 911 (4) |
| Hyundai Elantra Hybrid | 8 | Toyota Camry (6), Civic Hybrid (4), Hyundai Elantra (4) |
| Mercedes-Benz E-Class | 7 | Lexus ES (6), BMW 3 Series (6), Genesis G80 (6) |
| 2026 Porsche 911 | 5 | Mazda MX-5 Miata (4), Tesla Model 3 (1) |
| Genesis G80 | 8 | Lexus ES (6), Mercedes-Benz E-Class (6), BMW 3 Series (5) |
| Honda Accord Hybrid | 7 | Civic Hybrid (7), Toyota Prius (4), Hyundai Elantra Hybrid (4) |
| Mazda CX-5 | 7 | Toyota Camry (6), Mazda 3 (5), Honda Civic (5) |
| Prius Prime | 5 | Toyota Prius (5), Civic Hybrid (5), Corolla Hybrid (3) |
| Mercedes-Benz S-Class | 6 | BMW 3 Series (5), Lexus ES (4), Mercedes-Benz E-Class (4) |
Most cited sources
Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | edmunds.com | 30 |
| 2 | youtube.com | 22 |
| 3 | kbb.com | 19 |
| 4 | cars.usnews.com | 14 |
| 5 | consumerreports.org | 13 |
| 6 | reddit.com | 11 |
| 7 | motortrend.com | 10 |
| 8 | iseecars.com | 8 |
| 9 | truecar.com | 8 |
| 10 | caranddriver.com | 6 |
Sources and brands
Which cited sources appear in the answers that name each brand, counted in answers.
| Cited sources | Brand | Answers naming the brand |
|---|---|---|
| edmunds.com | Honda Civic | 18 |
| edmunds.com | Toyota Camry | 14 |
| edmunds.com | Hyundai Elantra | 13 |
| edmunds.com | Toyota Corolla | 12 |
| youtube.com | Toyota Camry | 12 |
| edmunds.com | Honda Accord | 11 |
| edmunds.com | Mazda 3 | 11 |
| youtube.com | Honda Civic | 11 |
| youtube.com | Honda Accord | 11 |
| edmunds.com | Toyota Prius | 10 |
| kbb.com | Honda Civic | 9 |
| iseecars.com | Honda Accord | 8 |
| kbb.com | Hyundai Elantra | 8 |
| kbb.com | Toyota Camry | 8 |
| consumerreports.org | Toyota Camry | 8 |
| kbb.com | Toyota Prius | 7 |
| cars.usnews.com | Toyota Prius | 7 |
| cars.usnews.com | Toyota Corolla | 7 |
| iseecars.com | Honda Civic | 7 |
| iseecars.com | Toyota Camry | 7 |
| iseecars.com | Toyota Corolla | 7 |
| kbb.com | Honda Accord | 7 |
| youtube.com | Toyota Corolla | 7 |
| cargurus.com | Honda Civic | 6 |
| cargurus.com | Hyundai Elantra | 6 |
| youtube.com | Hyundai Elantra | 6 |
| youtube.com | Toyota Prius | 6 |
| cars.usnews.com | Toyota Camry | 6 |
| cars.usnews.com | Honda Civic | 6 |
| consumerreports.org | Honda Civic | 6 |
| youtube.com | Mazda 3 | 6 |
| youtube.com | Toyota | 6 |
| iihs.org | Mazda 3 | 6 |
| kbb.com | Toyota Corolla | 6 |
| consumerreports.org | Toyota Corolla | 5 |
| cars.usnews.com | Hyundai Elantra | 5 |
| cars.usnews.com | Mazda 3 | 5 |
| consumerreports.org | Toyota | 5 |
| consumerreports.org | Honda Accord | 5 |
| cars.usnews.com | Honda Accord | 4 |
| cargurus.com | Mazda 3 | 4 |
| iseecars.com | Hyundai Elantra | 4 |
| cargurus.com | Toyota Corolla | 4 |
| iihs.org | Toyota Camry | 4 |
| iihs.org | Honda Civic | 4 |
| iihs.org | Toyota Prius | 4 |
| iseecars.com | Mazda 3 | 4 |
| iihs.org | Honda Accord | 3 |
| cargurus.com | Honda Accord | 3 |
| kbb.com | Mazda 3 | 3 |
| kbb.com | Toyota | 3 |
| cargurus.com | Toyota Camry | 2 |
| iihs.org | Hyundai Elantra | 2 |
| consumerreports.org | Hyundai Elantra | 2 |
| consumerreports.org | Mazda 3 | 2 |
| iihs.org | Toyota Corolla | 2 |
| iseecars.com | Toyota Prius | 2 |
| edmunds.com | Toyota | 2 |
| consumerreports.org | Toyota Prius | 2 |
| cargurus.com | Toyota | 1 |
| cargurus.com | Toyota Prius | 1 |
| cars.usnews.com | Toyota | 1 |
| iseecars.com | Toyota | 1 |
Citations by source type
How many citations in this edition point at each kind of source.
Other indexes in Vehicles & Transportation
The other indexes under the same parent, each with its top five brands.