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

PHRASE

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The Question

← all rankings / dataset COBALT

What is the best electric car for safety

Hyundai takes the top spot in 99.6% of resamples. All 10 ranked brands hold positions 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

The Ranking, With Its Uncertainty

Hyundai locked Hyundai — ci 1.00–1.00 · n=395 · 99.6% of resamples held this rank · named in 98% of answers
Kia locked Kia — ci 0.89–0.89 · n=395 · 99.6% of resamples held this rank · named in 88% of answers
Volvo firm Volvo — ci 0.67–0.78 · n=395 · 93.2% of resamples held this rank · named in 77% of answers
Rivian firm Rivian — ci 0.67–0.78 · n=395 · 93.2% of resamples held this rank · named in 75% of answers
Genesis locked Genesis — ci 0.56–0.56 · n=395 · 100.0% of resamples held this rank · named in 62% of answers
Tesla locked Tesla — ci 0.44–0.44 · n=395 · 100.0% of resamples held this rank · named in 41% of answers
Ford locked Ford — ci 0.33–0.33 · n=395 · 100.0% of resamples held this rank · named in 27% of answers
Audi locked Audi — ci 0.22–0.22 · n=395 · 99.9% of resamples held this rank · named in 7% of answers
Toyota firm Toyota — ci 0.00–0.11 · n=395 · 83.6% of resamples held this rank · named in 2% of answers
Subaru firm Subaru — ci 0.00–0.11 · n=395 · 83.7% of resamples held this rank · named in 2% of answers

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

Kia

0.89–0.89

Volvo

0.67–0.78

Rivian

0.67–0.78

Genesis

0.56–0.56

Tesla

0.44–0.44

Ford

0.33–0.33

Audi

0.22–0.22

Toyota

0.00–0.11

Subaru

0.00–0.11