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 hybrid cars nz

Toyota takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 5 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

Honda™ NZ All-New Honda CR-V | e:HEV Hybrid SUV | 2WD & AWD | Honda™ NZwww.honda.co.nzhonda.co.nz/cr-v/?utm=airanks.net232
New Toyota Corolla Cross | Hybrid Petrol SUV - Toyota NZwww.toyota.co.nztoyota.co.nz/new-car/corolla/corol…s/?utm=airanks.net144
Adventure Awaits: 2026 RAV4 Pricing Announced - Toyota NZwww.toyota.co.nztoyota.co.nz/about-toyota/toyota-n…d/?utm=airanks.net95

The Ranking, With Its Uncertainty

Toyota locked Toyota — ci 1.00–1.00 · n=400 · 100.0% of resamples held this rank · named in 100% of answers
Kia locked Kia — ci 0.88–0.88 · n=400 · 100.0% of resamples held this rank · named in 95% of answers
Honda locked Honda — ci 0.75–0.75 · n=400 · 100.0% of resamples held this rank · named in 77% of answers
Hyundai locked Hyundai — ci 0.63–0.63 · n=400 · 100.0% of resamples held this rank · named in 40% of answers
Lexus firm Lexus — ci 0.38–0.50 · n=400 · 88.7% of resamples held this rank · named in 2% of answers
Nissan gathering Nissan — gathering data, n=400. No bootstrap interval yet.
Ford gathering Ford — gathering data, n=400. No bootstrap interval yet.
Mitsubishi gathering Mitsubishi — gathering data, n=400. No bootstrap interval yet.
Subaru gathering Subaru — gathering data, n=400. 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.

Toyota

1.00–1.00

Kia

0.88–0.88

Honda

0.75–0.75

Hyundai

0.63–0.63

Lexus

0.38–0.50