AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

AIR

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The Question

← all rankings / dataset COBALT

Best electric car deals california

Hyundai takes the top spot in 100.0% of resamples. Of 20 ranked brands, only 9 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

25 cited pages · bars vs the leader

Special Finance Offers | Lease Deals | Hyundai USAwww.hyundaiusa.comhyundaiusa.com/us/en/offers?utm=airanks.net195
2026 Equinox EV | Electric SUV | Chevroletwww.chevrolet.comchevrolet.com/electric/equinox-ev?utm=airanks.net67
Governor Newsom announces $3,500 instant rebates now available for Californians buying their first zero-emission vehicle | Governor of Californiawww.gov.ca.govgov.ca.gov/2026/08/07/governor-new…e/?utm=airanks.net52
Clean vehicle credit seller or dealer requirements | Internal Revenue Servicewww.irs.govirs.gov/credits-deductions/clean-v…ts?utm=airanks.net41
Find New Car Lease Deals Near You | Monthly Lease Offerswww.carsdirect.comcarsdirect.com/deals/lease-deals?utm=airanks.net38

The Ranking, With Its Uncertainty

Hyundai locked Hyundai — ci 1.00–1.00 · n=398 · 100.0% of resamples held this rank · named in 99% of answers
Honda firm Honda — ci 0.89–0.95 · n=398 · 85.9% of resamples held this rank · named in 64% of answers
Kia firm Kia — ci 0.89–0.95 · n=398 · 85.9% of resamples held this rank · named in 86% of answers
Chevrolet locked Chevrolet — ci 0.84–0.84 · n=398 · 99.9% of resamples held this rank · named in 61% of answers
Toyota contested Toyota — ci 0.68–0.79 · n=398 · 57.9% of resamples held this rank · named in 59% of answers
Tesla contested Tesla — ci 0.68–0.79 · n=398 · 45.9% of resamples held this rank · named in 64% of answers
Ford contested Ford — ci 0.68–0.79 · n=398 · 62.0% of resamples held this rank · named in 50% of answers
Nissan locked Nissan — ci 0.63–0.63 · n=398 · 97.6% of resamples held this rank · named in 50% of answers
Volkswagen firm Volkswagen — ci 0.53–0.58 · n=398 · 89.5% of resamples held this rank · named in 19% of answers
Lucid firm Lucid — ci 0.53–0.58 · n=398 · 91.9% of resamples held this rank · named in 34% of answers
Rivian firm Rivian — ci 0.42–0.47 · n=398 · 82.8% of resamples held this rank · named in 35% of answers
Subaru contested Subaru — ci 0.32–0.47 · n=398 · 61.9% of resamples held this rank · named in 32% of answers
Polestar unsettled Polestar — ci 0.32–0.47 · n=398 · 28.3% of resamples held this rank · named in 13% of answers
Volvo contested Volvo — ci 0.32–0.42 · n=398 · 51.7% of resamples held this rank · named in 35% of answers
Mitsubishi locked Mitsubishi — ci 0.26–0.26 · n=398 · 99.8% of resamples held this rank · named in 16% of answers
BMW contested BMW — ci 0.11–0.21 · n=398 · 49.7% of resamples held this rank · named in 2% of answers
Cadillac gathering Cadillac — gathering data, n=398. No bootstrap interval yet.
Lexus unsettled Lexus — ci 0.00–0.21 · n=398 · 31.2% of resamples held this rank · named in 2% of answers
Mercedes-Benz gathering Mercedes-Benz — gathering data, n=398. No bootstrap interval yet.
Genesis gathering Genesis — gathering data, n=398. No bootstrap interval yet.

The Incomparability Lattice

what the intervals separate, not what the list claims

An edge means one brand's interval sits strictly above another's — zero overlap. No edge between two brands is not a gap in the drawing, it is the finding: their intervals overlap, and the bootstrap cannot tell them apart. Brands on the same rung are incomparable, not tied — the ranking above orders them anyway because a list has to print a total order; this diagram is the honest version.

Hyundai

1.00–1.00

Honda

0.89–0.95

Kia

0.89–0.95

Chevrolet

0.84–0.84

Toyota

0.68–0.79

Tesla

0.68–0.79

Ford

0.68–0.79

Nissan

0.63–0.63

Volkswagen

0.53–0.58

Lucid

0.53–0.58

Rivian

0.42–0.47

Subaru

0.32–0.47

Polestar

0.32–0.47

Volvo

0.32–0.42

Mitsubishi

0.26–0.26

BMW

0.11–0.21

Lexus

0.00–0.21