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 trucks of all time

Ford takes the top spot in 61.5% of resamples. Of 16 ranked brands, only 10 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

The Coolest Pickup Trucks of All Time: Muscle, Off-Road, and Iconic Rigswww.motortrend.commotortrend.com/features/coolest-pi…me?utm=airanks.net92
The 21 Greatest Trucks of All Time on Edmunds.comwww.edmunds.comedmunds.com/car-reviews/features/t…ml?utm=airanks.net74
These Are the Best American-Made Pickup Trucks, Rankedwww.caranddriver.comcaranddriver.com/rankings/best-pic…de?utm=airanks.net53
About Us | History | Company Timeline | Ford Motor Companycorporate.ford.comcorporate.ford.com/about/history/c…e/?utm=airanks.net50
The Ford F-150 Is the 1997 MotorTrend Truck of the Yearwww.motortrend.commotortrend.com/news/1997-ford-f150…ar?utm=airanks.net41
Chevy's Legacy Iconic Trucks | Chevroletwww.chevrolet.comchevrolet.com/legacy/trucks?utm=airanks.net40
Edmunds: The best used trucks for under $25,000apnews.comapnews.com/article/b74e96e6e451b34…7a?utm=airanks.net38
HISTORY | Hilux 50th Anniversary Special Website | Exclusive Product Stories | Toyota Brand | Mobility | Toyota Motor Corporation Official Global Websiteglobal.toyotaglobal.toyota/en/mobility/toyota-b…y/?utm=airanks.net27
Classic Car, Truck & Motorcycle Values | Hagerty Valuation Tools®www.hagerty.comhagerty.com/valuation-tools/ford/f-150?utm=airanks.net23

The Ranking, With Its Uncertainty

Ford contested Ford — ci 0.93–1.00 · n=393 · 61.5% of resamples held this rank · named in 100% of answers
Toyota contested Toyota — ci 0.93–1.00 · n=393 · 61.5% of resamples held this rank · named in 100% of answers
Chevrolet locked Chevrolet — ci 0.87–0.87 · n=393 · 100.0% of resamples held this rank · named in 100% of answers
Dodge locked Dodge — ci 0.80–0.80 · n=393 · 100.0% of resamples held this rank · named in 99% of answers
Ram locked Ram — ci 0.73–0.73 · n=393 · 100.0% of resamples held this rank · named in 100% of answers
GMC locked GMC — ci 0.67–0.67 · n=393 · 100.0% of resamples held this rank · named in 66% of answers
Jeep firm Jeep — ci 0.53–0.60 · n=393 · 80.2% of resamples held this rank · named in 52% of answers
Nissan firm Nissan — ci 0.53–0.60 · n=393 · 80.2% of resamples held this rank · named in 49% of answers
Rivian locked Rivian — ci 0.47–0.47 · n=393 · 100.0% of resamples held this rank · named in 35% of answers
Honda locked Honda — ci 0.40–0.40 · n=393 · 100.0% of resamples held this rank · named in 18% of answers
Land Rover firm Land Rover — ci 0.27–0.33 · n=393 · 80.6% of resamples held this rank · named in 5% of answers
Volkswagen soft Volkswagen — ci 0.20–0.33 · n=393 · 72.1% of resamples held this rank · named in 4% of answers
Mazda firm Mazda — ci 0.20–0.27 · n=393 · 90.1% of resamples held this rank · named in 2% of answers
Subaru gathering Subaru — gathering data, n=393. No bootstrap interval yet.
Mitsubishi gathering Mitsubishi — gathering data, n=393. No bootstrap interval yet.
Mercedes-Benz gathering Mercedes-Benz — 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.

Ford

0.93–1.00

Toyota

0.93–1.00

Chevrolet

0.87–0.87

Dodge

0.80–0.80

Ram

0.73–0.73

GMC

0.67–0.67

Jeep

0.53–0.60

Nissan

0.53–0.60

Rivian

0.47–0.47

Honda

0.40–0.40

Land Rover

0.27–0.33

Volkswagen

0.20–0.33

Mazda

0.20–0.27