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

Best electric car warranty

Kia takes the top spot in 100.0% of resamples. Of 14 ranked brands, only 6 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

Kia Warranty: Up to 10-Year/100,000 Miles | Available Best-In-Class Warranty Options | Kiawww.kia.comkia.com/us/en/warranty?utm=airanks.net345
2026 IONIQ 5 | Electric SUV, Overview | Hyundai USAwww.hyundaiusa.comhyundaiusa.com/us/en/vehicles/ioniq-5?utm=airanks.net117
Hyundai Warranty Coverage | America's Best | Hyundai USAwww.hyundaiusa.comhyundaiusa.com/us/en/assurance/ame…ty?utm=airanks.net82
2026 Electrified GV70 | Luxury Electric SUV | Genesis USAwww.genesis.comgenesis.com/us/en/electrified-gv70?utm=airanks.net75
2026 Genesis GV60 | Luxury All-Electric SUV | Genesis USAwww.genesis.comgenesis.com/us/en/gv60?utm=airanks.net40

The Ranking, With Its Uncertainty

Kia locked Kia — ci 1.00–1.00 · n=396 · 100.0% of resamples held this rank · named in 98% of answers
Hyundai locked Hyundai — ci 0.92–0.92 · n=396 · 100.0% of resamples held this rank · named in 85% of answers
Genesis locked Genesis — ci 0.85–0.85 · n=396 · 100.0% of resamples held this rank · named in 68% of answers
Rivian locked Rivian — ci 0.77–0.77 · n=396 · 100.0% of resamples held this rank · named in 58% of answers
Tesla locked Tesla — ci 0.69–0.69 · n=396 · 100.0% of resamples held this rank · named in 57% of answers
Mercedes-Benz firm Mercedes-Benz — ci 0.46–0.62 · n=396 · 83.9% of resamples held this rank · named in 4% of answers
Chevrolet unsettled Chevrolet — ci 0.31–0.62 · n=396 · 33.4% of resamples held this rank · named in 3% of answers
Ford unsettled Ford — ci 0.31–0.62 · n=396 · 32.4% of resamples held this rank · named in 3% of answers
Lucid unsettled Lucid — ci 0.31–0.62 · n=396 · 29.4% of resamples held this rank · named in 3% of answers
Volvo contested Volvo — ci 0.15–0.54 · n=396 · 46.2% of resamples held this rank · named in 2% of answers
Volkswagen contested Volkswagen — ci 0.08–0.31 · n=396 · 48.3% of resamples held this rank · named in 1% of answers
Toyota gathering Toyota — gathering data, n=396. No bootstrap interval yet.
Subaru gathering Subaru — gathering data, n=396. No bootstrap interval yet.
Nissan gathering Nissan — gathering data, n=396. 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.

Kia

1.00–1.00

Hyundai

0.92–0.92

Genesis

0.85–0.85

Rivian

0.77–0.77

Tesla

0.69–0.69

Mercedes-Benz

0.46–0.62

Chevrolet

0.31–0.62

Ford

0.31–0.62

Lucid

0.31–0.62

Volvo

0.15–0.54

Volkswagen

0.08–0.31