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

Skip to main content

The Question

← all rankings / dataset COBALT

Best family car for 3 kids

Honda takes the top spot in 100.0% of resamples. Of 13 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.net170
2026 Toyota Sienna Packs in More Standard Features - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/2026-toyota-s…s/?utm=airanks.net135
Seating and Cargo Options - 2026 Honda Odyssey | Honda Info Centerwww.hondainfocenter.comhondainfocenter.com/2026/Odyssey/F…s/?utm=airanks.net98
2026 Kia Carnival: Available Side-Flex Seating, Best-in-Class Cargo & Passenger Space, 3-Row MPV | MSRP & Features | Kiawww.kia.comkia.com/us/en/carnival-mpv?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.net67
2026 Honda Odyssey - Fun & Modern Family Minivanautomobiles.honda.comautomobiles.honda.com/odyssey/?utm=airanks.net54

The Ranking, With Its Uncertainty

Honda locked Honda — ci 1.00–1.00 · n=398 · 100.0% of resamples held this rank · named in 100% of answers
Toyota locked Toyota — ci 0.92–0.92 · n=398 · 100.0% of resamples held this rank · named in 97% of answers
Kia locked Kia — ci 0.83–0.83 · n=398 · 100.0% of resamples held this rank · named in 96% of answers
Hyundai locked Hyundai — ci 0.75–0.75 · n=398 · 100.0% of resamples held this rank · named in 41% of answers
Chrysler locked Chrysler — ci 0.67–0.67 · n=398 · 100.0% of resamples held this rank · named in 19% of answers
Chevrolet contested Chevrolet — ci 0.33–0.58 · n=398 · 60.8% of resamples held this rank · named in 3% of answers
Nissan unsettled Nissan — ci 0.33–0.58 · n=398 · 33.1% of resamples held this rank · named in 3% of answers
Volkswagen unsettled Volkswagen — ci 0.33–0.58 · n=398 · 32.5% of resamples held this rank · named in 3% of answers
Subaru soft Subaru — ci 0.25–0.50 · n=398 · 65.6% of resamples held this rank · named in 2% of answers
Mazda gathering Mazda — gathering data, n=398. No bootstrap interval yet.
Volvo gathering Volvo — gathering data, n=398. No bootstrap interval yet.
GMC gathering GMC — gathering data, n=398. No bootstrap interval yet.
Ford gathering Ford — 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

0.92–0.92

Kia

0.83–0.83

Hyundai

0.75–0.75

Chrysler

0.67–0.67

Chevrolet

0.33–0.58

Nissan

0.33–0.58

Volkswagen

0.33–0.58

Subaru

0.25–0.50