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 pickup truck for daily driving

Honda takes the top spot in 100.0% of resamples. Of 9 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

2026 Ford Maverick® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/maverick/specs/?utm=airanks.net170
2026 Toyota Tacoma Specifications | Toyota.comwww.toyota.comtoyota.com/tacoma/features/?utm=airanks.net58
2026 Honda Ridgeline - Rugged Midsize Pickup Truckautomobiles.honda.comautomobiles.honda.com/ridgeline?utm=airanks.net57
The 2026 Toyota Tacoma: Adventure Awaits - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/the-2026-toyo…s/?utm=airanks.net45

The Ranking, With Its Uncertainty

Honda locked Honda — ci 1.00–1.00 · n=394 · 100.0% of resamples held this rank · named in 93% of answers
Ford locked Ford — ci 0.88–0.88 · n=394 · 100.0% of resamples held this rank · named in 94% of answers
Toyota locked Toyota — ci 0.75–0.75 · n=394 · 100.0% of resamples held this rank · named in 69% of answers
Ram locked Ram — ci 0.63–0.63 · n=394 · 100.0% of resamples held this rank · named in 37% of answers
Chevrolet locked Chevrolet — ci 0.50–0.50 · n=394 · 99.8% of resamples held this rank · named in 12% of answers
Hyundai locked Hyundai — ci 0.38–0.38 · n=394 · 99.8% of resamples held this rank · named in 5% of answers
Nissan gathering Nissan — gathering data, n=394. No bootstrap interval yet.
Rivian gathering Rivian — gathering data, n=394. No bootstrap interval yet.
Jeep gathering Jeep — gathering data, n=394. 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

Ford

0.88–0.88

Toyota

0.75–0.75

Ram

0.63–0.63

Chevrolet

0.50–0.50

Hyundai

0.38–0.38