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 to buy used

Ford takes the top spot in 100.0% of resamples. Of 8 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

Check for Recalls: Vehicle, Car Seat, Tire, Equipment | NHTSAwww.nhtsa.govnhtsa.gov/recalls?utm=airanks.net137
6 Most Reliable Used Pickup Trucks - Consumer Reportswww.consumerreports.orgconsumerreports.org/pickup-trucks/…4/?utm=airanks.net120
Edmunds: The best used trucks for under $25,000 | AP Newsapnews.comapnews.com/article/b74e96e6e451b34…7a?utm=airanks.net118
Kelley Blue Book Announces 2026 Best Resale Value Award Winners - Mar 19, 2026mediaroom.kbb.commediaroom.kbb.com/2026-03-19-Kelle…rs?utm=airanks.net51
Most Reliable Used Trucks for 2026 - iSeeCars.comwww.iseecars.comiseecars.com/most-reliable-used-ca…ks?utm=airanks.net35

The Ranking, With Its Uncertainty

Ford locked Ford — ci 1.00–1.00 · n=398 · 100.0% of resamples held this rank · named in 96% of answers
Toyota locked Toyota — ci 0.86–0.86 · n=398 · 98.2% of resamples held this rank · named in 83% of answers
Honda locked Honda — ci 0.71–0.71 · n=398 · 98.2% of resamples held this rank · named in 71% of answers
Nissan locked Nissan — ci 0.57–0.57 · n=398 · 100.0% of resamples held this rank · named in 45% of answers
Chevrolet locked Chevrolet — ci 0.43–0.43 · n=398 · 100.0% of resamples held this rank · named in 31% of answers
Ram locked Ram — ci 0.29–0.29 · n=398 · 100.0% of resamples held this rank · named in 20% of answers
GMC locked GMC — ci 0.14–0.14 · n=398 · 99.3% of resamples held this rank · named in 5% of answers
Jeep gathering Jeep — gathering data, n=398. 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

Toyota

0.86–0.86

Honda

0.71–0.71

Nissan

0.57–0.57

Chevrolet

0.43–0.43

Ram

0.29–0.29

GMC

0.14–0.14