Which SUVs are the most reliable?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 6 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | Toyota RAV4 | 5/6 | 61.5 |
| 2 | Honda CR-V | 5/6 | 58.5 |
| 3 | Lexus | 5/6 | 46.1 |
| 4 | Lexus GX | 5/6 | 45.9 |
| 5 | Toyota | 4/6 | 44.5 |
| 6 | Mazda CX-5 | 4/6 | 44.0 |
| 7 | Toyota 4Runner | 5/6 | 41.3 |
| 8 | Honda | 4/6 | 39.0 |
| 9 | Toyota Highlander | 4/6 | 37.4 |
| 10 | Mazda | 3/6 | 33.4 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Cited by |
|---|---|
| carfax.comMost Reliable SUVs in 2026 - CARFAX |    4 surfaces |
| jdpower.comJD Power 2026 U.S. Vehicle Dependability Study ( |  3 surfaces |
| reddit.comcommunity · What's a good SUV that's reliable/won't need frequent costly ... | 3 surfaces |
| youtube.comsocial · Consumer Reports Just Named the 7 Most Reliable SUVs | 3 surfaces |
| cars.usnews.comMost Reliable SUVs in 2026 - U.S. News & World Report | 2 surfaces |
| cartalk.comBest SUVs of 2026 - Car Talk |  2 surfaces |
| consumerreports.org2026 Toyota RAV4 Reliability - Consumer Reports | 2 surfaces |
| iseecars.comMost Reliable SUVs for 2026 - iSeeCars.com | 2 surfaces |
| toyotawarsaw.comWhat are the most reliable SUV brands? - Toyota of Warsaw | 2 surfaces |
| autoblog.comThe Most Reliable SUVs You Can Buy in 2026 - Autoblog | 1 surfaces |
| autofinder.comMost Reliable SUVs in 2026: 5 Models to Consider | 1 surfaces |
| autoguide.comRanking Every Compact SUV From WORST To BEST For Reliability | 1 surfaces |
11 more
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.