Automotive benchmarks in United States
Saved answers, clear counts and a date for every result.
Average across 15 businesses
24.6%
AI named the average business in 24.6% of answers.
Measurements: 14 Aug 2026 to 22 Aug 2026.
Business results
Up to 25 businesses with the highest named share in this snapshot.
| Business | Named share | Named answers | Measured |
|---|---|---|---|
| Lee Johnson Mazda of Seattle mazdaofseattle.com | 60% | 61 of 102 | 20 Aug 2026 |
| Maxx Autos Plus maxxautosplus.com | 42% | 45 of 107 | 15 Aug 2026 |
| Auburn Chevrolet auburnchevrolet.com | 41% | 39 of 96 | 17 Aug 2026 |
| South Lake European southlakeeuropean.com | 39% | 43 of 110 | 19 Aug 2026 |
| South Tacoma Auto southtacomaauto.com | 39% | 38 of 98 | 15 Aug 2026 |
| Lee Johnson Chevrolet leejohnsonchevrolet.com | 34% | 35 of 103 | 20 Aug 2026 |
| The Garage in Renton thegarageinrenton.com | 31% | 32 of 102 | 19 Aug 2026 |
| Whitt's Auto Service Center whittsautoservice.com | 24% | 23 of 94 | 18 Aug 2026 |
| The Price King Auto thepricekingauto.com | 19% | 20 of 105 | 21 Aug 2026 |
| Goodfellas Motor Company goodfellasmotorco.com | 15% | 17 of 111 | 22 Aug 2026 |
| Gene Pankey Motors genepankeymotors.com | 9% | 10 of 108 | 22 Aug 2026 |
| Centralaveauto centralaveauto.com | 8% | 9 of 110 | 16 Aug 2026 |
| Vista Auto Sales vistaautosales.com | 8% | 8 of 99 | 17 Aug 2026 |
| Aamotors aamotors.net | 0% | 0 of 105 | 14 Aug 2026 |
| Remptmotors remptmotors.com | 0% | 0 of 97 | 17 Aug 2026 |
How we count
380 of 1,547 answers named a business when all answers are pooled (24.6%). This separate pooled percentage gives more weight to businesses with more saved answers.
For each business, we count saved answers that name it and divide by all countable saved answers. Repeated answers count separately. An answer without the business name counts as a no; missing or incomplete evidence does not.
The average gives each business equal weight. It is not the percentage of all answers combined. Businesses were checked on different dates with different questions and numbers of answers, so this is a starting point for comparison, not a controlled ranking or a prediction.
This snapshot was compiled on 29 September 2026. It includes public research scans with enough saved evidence to count. It excludes private customer scans, incomplete results and restricted source material. Categories need at least 6 businesses with countable answers. The snapshot stays dated until the next rebuild.