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 trucks for work

Ford takes the top spot in 100.0% of resamples. Of 6 ranked brands, only 4 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 Silverado HD | Heavy Duty Truck | Chevroletwww.chevrolet.comchevrolet.com/trucks/silverado/250…hd?utm=airanks.net221
2026 Ford Super Duty® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/super-duty/?utm=airanks.net194
2026 Ram 1500 Work Truck | Ram Commercial Truckwww.ramtrucks.comramtrucks.com/ram-1500/professional.html?utm=airanks.net133
2026 Ford F-150® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/f150/models/?utm=airanks.net130
The 2026 Toyota Tacoma: Adventure Awaits - Toyota USA Newsroompressroom.toyota.compressroom.toyota.com/the-2026-toyo…s/?utm=airanks.net89
2026 Ford Maverick® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/maverick/specs/?utm=airanks.net87
2026 Ford F-150® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/f150/features/perf…e/?utm=airanks.net84
Super Duty® – Capable, Durable, Work Readywww.ford.comford.com/content/dam/brand_ford/en…df?utm=airanks.net84
2026 Ford F-150® Truck | Pricing, Photos, Specs & More | Ford.comwww.ford.comford.com/trucks/f150/features/inte…r/?utm=airanks.net72

The Ranking, With Its Uncertainty

Ford locked Ford — ci 1.00–1.00 · n=390 · 100.0% of resamples held this rank · named in 99% of answers
Chevrolet locked Chevrolet — ci 0.80–0.80 · n=390 · 100.0% of resamples held this rank · named in 98% of answers
Ram locked Ram — ci 0.60–0.60 · n=390 · 100.0% of resamples held this rank · named in 97% of answers
Toyota locked Toyota — ci 0.20–0.40 · n=390 · 97.3% of resamples held this rank · named in 10% of answers
Nissan soft Nissan — ci 0.00–0.40 · n=390 · 77.1% of resamples held this rank · named in 5% of answers
GMC soft GMC — ci 0.00–0.20 · n=390 · 79.7% of resamples held this rank · named in 4% of answers

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

0.80–0.80

Ram

0.60–0.60

Toyota

0.20–0.40

Nissan

0.00–0.40

GMC

0.00–0.20