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Automotive AI readiness leaderboard.

Across 16 audited Automotive sites, the median AI-readiness score is 74.5. Each row is a domain's most recent site-level audit. See what these checks measure.

audited sites
16
median score
74.5
middle 50%
66-80
top score
84

§ weakest sections

Where Automotive sites tend to lose AI-readiness points

These are the lowest average audit sections among the audited Automotive leaderboard population. They are useful starting points for improving crawlability, entity clarity, and answerability.

Content Freshness & Authority
average 49.4 · n=16
benchmark →
Structured Data
average 49.6 · n=16
benchmark →
Off Site Presence & Mentions
average 50.5 · n=16
benchmark →
Trust & Security
average 70.1 · n=16
benchmark →
Entity Clarity
average 73.5 · n=16
benchmark →
Top Automotive sites by AI readiness score
#DomainScore
1buick.com84.0
2cadillac.com83.0
3lucidmotors.com83.0
4autotrader.com80.0
5toyota.com80.0
6jeep.com79.0
7drom.ru75.0
8landrover.com75.0
9kia.com74.0
10genesis.com71.0
11bmw.com70.0
12audi.com66.0
13chevrolet.com66.0
14lexus.com64.0
15gm.com63.0
16hyundai.com60.0