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 suv for seniors

Subaru takes the top spot in 100.0% of resamples. Of 12 ranked brands, only 7 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

What Are the 10 Best SUVs for Seniors? | Edmundswww.edmunds.comedmunds.com/suv/articles/best-suv-…s/?utm=airanks.net213
2026 Subaru Forester Features & Technology | Subaruwww.subaru.comsubaru.com/vehicles/forester/2026/…ml?utm=airanks.net57
Five Things To Know About the All-New 2026 Toyota RAV4 - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/five-things-t…4/?utm=airanks.net50
Edmunds SUV comparison: New Toyota RAV4 vs Honda CR-Vapnews.comapnews.com/article/8d8e37a3b402301…cf?utm=airanks.net45
Subaru Earns Three 2026 IIHS TOP SAFETY PICK+ Awards for 2026 Subaru Forester, Ascent, and Outbackwww.subaru.comsubaru.com/about/company-news/suba…ml?utm=airanks.net44
CR-V Safety Features - 2026 Honda CR-V | Honda Info Centerwww.hondainfocenter.comhondainfocenter.com/2026/CR-V/Feat…y/?utm=airanks.net42
What Are the Easiest Cars to Get In and Out of?www.aarp.orgaarp.org/auto/driver-safety/gettin…s/?utm=airanks.net38

The Ranking, With Its Uncertainty

Subaru locked Subaru — ci 1.00–1.00 · n=393 · 100.0% of resamples held this rank · named in 99% of answers
Honda locked Honda — ci 0.91–0.91 · n=393 · 100.0% of resamples held this rank · named in 62% of answers
Toyota locked Toyota — ci 0.82–0.82 · n=393 · 100.0% of resamples held this rank · named in 57% of answers
Lexus locked Lexus — ci 0.73–0.73 · n=393 · 100.0% of resamples held this rank · named in 25% of answers
Hyundai firm Hyundai — ci 0.55–0.64 · n=393 · 87.8% of resamples held this rank · named in 11% of answers
Kia firm Kia — ci 0.55–0.64 · n=393 · 86.4% of resamples held this rank · named in 9% of answers
Mazda locked Mazda — ci 0.45–0.45 · n=393 · 98.1% of resamples held this rank · named in 5% of answers
Nissan contested Nissan — ci 0.09–0.36 · n=393 · 60.9% of resamples held this rank · named in 2% of answers
Volkswagen unsettled Volkswagen — ci 0.00–0.36 · n=393 · 33.6% of resamples held this rank · named in 1% of answers
Volvo unsettled Volvo — ci 0.00–0.36 · n=393 · 30.2% of resamples held this rank · named in 1% of answers
Buick gathering Buick — gathering data, n=393. No bootstrap interval yet.
Acura gathering Acura — gathering data, n=393. 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.

Subaru

1.00–1.00

Honda

0.91–0.91

Toyota

0.82–0.82

Lexus

0.73–0.73

Hyundai

0.55–0.64

Kia

0.55–0.64

Mazda

0.45–0.45

Nissan

0.09–0.36

Volkswagen

0.00–0.36

Volvo

0.00–0.36