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 family car for 6 passengers

Honda takes the top spot in 100.0% of resamples. Of 11 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

2027 Honda Odyssey Family Minivan | Features and Pricingautomobiles.honda.comautomobiles.honda.com/odyssey/spec…on?utm=airanks.net149
Seating and Cargo Options - 2026 Honda Odyssey | Honda Info Centerwww.hondainfocenter.comhondainfocenter.com/2026/Odyssey/F…s/?utm=airanks.net117
2027 Kia Carnival: 3-Row MPV with Best-in-Class Cargo & Passenger Space, Available VIP Lounge Seats | MSRP & Features | Kiawww.kia.comkia.com/us/en/carnival-mpv?utm=airanks.net94
2026 Palisade | Three-Row Midsize SUV | Hyundai USAwww.hyundaiusa.comhyundaiusa.com/us/en/vehicles/palisade?utm=airanks.net85
2026 Toyota Sienna Packs in More Standard Features - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/2026-toyota-s…s/?utm=airanks.net76
2026 Toyota Grand Highlander - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/vehicle/2026-…r/?utm=airanks.net73
Compare Specs of the 2026 Kia Carnival | Model Chart: LX, LXS, EX, SX, SX Prestige | Kiawww.kia.comkia.com/us/en/carnival-mpv/specs-compare?utm=airanks.net68
2026 Toyota Sienna Specifications | Toyota.comwww.toyota.comtoyota.com/sienna/features/dimensions/?utm=airanks.net49

The Ranking, With Its Uncertainty

Honda locked Honda — ci 1.00–1.00 · n=398 · 100.0% of resamples held this rank · named in 94% of answers
Toyota locked Toyota — ci 0.90–0.90 · n=398 · 100.0% of resamples held this rank · named in 94% of answers
Kia locked Kia — ci 0.80–0.80 · n=398 · 100.0% of resamples held this rank · named in 81% of answers
Hyundai locked Hyundai — ci 0.70–0.70 · n=398 · 100.0% of resamples held this rank · named in 46% of answers
Chrysler firm Chrysler — ci 0.50–0.60 · n=398 · 80.3% of resamples held this rank · named in 5% of answers
Chevrolet soft Chevrolet — ci 0.50–0.60 · n=398 · 79.2% of resamples held this rank · named in 4% of answers
Subaru contested Subaru — ci 0.10–0.40 · n=398 · 47.3% of resamples held this rank · named in 2% of answers
Ford unsettled Ford — ci 0.20–0.40 · n=398 · 38.9% of resamples held this rank · named in 2% of answers
Nissan gathering Nissan — gathering data, n=398. No bootstrap interval yet.
GMC gathering GMC — gathering data, n=398. No bootstrap interval yet.
Volkswagen gathering Volkswagen — 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.

Honda

1.00–1.00

Toyota

0.90–0.90

Kia

0.80–0.80

Hyundai

0.70–0.70

Chrysler

0.50–0.60

Chevrolet

0.50–0.60

Subaru

0.10–0.40

Ford

0.20–0.40