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 pickup truck for the money

Ford takes the top spot in 100.0% of resamples. Of 7 ranked brands, only 2 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 Models & Trims | Build & Price Your TRUCKwww.ford.comford.com/configure/model-select/maverick?utm=airanks.net105
2026 Chevy Silverado 1500 | Pickup Truck | Chevroletwww.chevrolet.comchevrolet.com/trucks/silverado/1500?utm=airanks.net63
2026 Nissan Frontier Specs, Trims, Dimensions & Priceswww.nissanusa.comnissanusa.com/vehicles/trucks/fron…ml?utm=airanks.net60
The 2026 Toyota Tacoma: Adventure Awaits - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/the-2026-toyo…s/?utm=airanks.net47
Ford's next-gen electric pickup will start at $28K and be called Fathomwww.axios.comaxios.com/2026/08/06/fords-next-ge…om?utm=airanks.net46
2026 Ford Maverick XL Truck | Model Details & Specs | Ford.comwww.ford.comford.com/trucks/maverick/models/xl/?utm=airanks.net46
Kelley Blue Book Announces 2026 Best Resale Value Award Winners - Mar 19, 2026mediaroom.kbb.commediaroom.kbb.com/2026-03-19-Kelle…rs?utm=airanks.net45
2026 Toyota Tacoma | Toyota.comwww.toyota.comtoyota.com/tacoma/?utm=airanks.net45

The Ranking, With Its Uncertainty

Ford locked Ford — ci 1.00–1.00 · n=392 · 100.0% of resamples held this rank · named in 98% of answers
Chevrolet contested Chevrolet — ci 0.67–0.83 · n=392 · 55.9% of resamples held this rank · named in 40% of answers
Toyota contested Toyota — ci 0.67–0.83 · n=392 · 55.9% of resamples held this rank · named in 45% of answers
Nissan soft Nissan — ci 0.33–0.50 · n=392 · 70.3% of resamples held this rank · named in 23% of answers
Ram soft Ram — ci 0.33–0.50 · n=392 · 70.3% of resamples held this rank · named in 27% of answers
Honda locked Honda — ci 0.17–0.17 · n=392 · 100.0% of resamples held this rank · named in 10% of answers
Hyundai gathering Hyundai — gathering data, n=392. 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.

Ford

1.00–1.00

Chevrolet

0.67–0.83

Toyota

0.67–0.83

Nissan

0.33–0.50

Ram

0.33–0.50

Honda

0.17–0.17