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 cars

Hyundai takes the top spot in 100.0% of resamples. Of 16 ranked brands, only 10 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

Electric & Plug-In Hybrid Electric Vehicles | US EPAwww.epa.govepa.gov/greenvehicles/electric-plu…es?utm=airanks.net140
Edmunds tests the 2026 Nissan Leaf vs the 2027 Chevrolet Bolt for the best affordable EV | AP Newsapnews.comapnews.com/article/47da3b75fd41021…5b?utm=airanks.net113
Best Electric Cars of 2026 and 2027 - Expert Reviews and Rankings | Edmundswww.edmunds.comedmunds.com/electric-car/?utm=airanks.net83
Best Electric Cars of 2026 and 2027 - Expert Reviews and Rankings | Edmundswww.edmunds.comedmunds.com/electric-car/articles/…s/?utm=airanks.net74
Clean vehicle tax credits | Internal Revenue Servicewww.irs.govirs.gov/clean-vehicle-tax-credits?utm=airanks.net66

The Ranking, With Its Uncertainty

Hyundai locked Hyundai — ci 1.00–1.00 · n=402 · 100.0% of resamples held this rank · named in 99% of answers
Tesla locked Tesla — ci 0.93–0.93 · n=402 · 100.0% of resamples held this rank · named in 94% of answers
Chevrolet locked Chevrolet — ci 0.87–0.87 · n=402 · 99.4% of resamples held this rank · named in 79% of answers
Kia locked Kia — ci 0.80–0.80 · n=402 · 99.4% of resamples held this rank · named in 94% of answers
Lucid locked Lucid — ci 0.73–0.73 · n=402 · 99.7% of resamples held this rank · named in 79% of answers
Nissan locked Nissan — ci 0.67–0.67 · n=402 · 99.7% of resamples held this rank · named in 44% of answers
Rivian locked Rivian — ci 0.60–0.60 · n=402 · 100.0% of resamples held this rank · named in 46% of answers
Porsche firm Porsche — ci 0.47–0.53 · n=402 · 87.9% of resamples held this rank · named in 26% of answers
BMW firm BMW — ci 0.47–0.53 · n=402 · 87.9% of resamples held this rank · named in 18% of answers
Ford locked Ford — ci 0.40–0.40 · n=402 · 99.6% of resamples held this rank · named in 5% of answers
Mercedes-Benz contested Mercedes-Benz — ci 0.13–0.33 · n=402 · 62.0% of resamples held this rank · named in 1% of answers
Audi gathering Audi — gathering data, n=402. No bootstrap interval yet.
Volkswagen gathering Volkswagen — gathering data, n=402. No bootstrap interval yet.
Volvo gathering Volvo — gathering data, n=402. No bootstrap interval yet.
GMC gathering GMC — gathering data, n=402. No bootstrap interval yet.
Genesis gathering Genesis — gathering data, n=402. 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

Tesla

0.93–0.93

Chevrolet

0.87–0.87

Kia

0.80–0.80

Lucid

0.73–0.73

Nissan

0.67–0.67

Rivian

0.60–0.60

Porsche

0.47–0.53

BMW

0.47–0.53

Ford

0.40–0.40

Mercedes-Benz

0.13–0.33