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 on sale near me 2020

Ford takes the top spot in 49.0% of resamples. Of 8 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

2020 Toyota Tundra Vs. 2020 Ford F-150 Vs. 2020 Ram 1500: Which One Is The Most Reliable? There's One Clear Winner - Autoblogwww.autoblog.comautoblog.com/carbuying/2020-toyota…er?utm=airanks.net80
2020 Toyota Tacoma Review & Ratings | Edmundswww.edmunds.comedmunds.com/toyota/tacoma/2020/review/?utm=airanks.net70
2020 Ford F-150 Review & Ratings | Edmundswww.edmunds.comedmunds.com/ford/f-150/2020/review/?utm=airanks.net66
2020 Chevy Silverado 1500 Review & Ratings | Edmundswww.edmunds.comedmunds.com/chevrolet/silverado-15…w/?utm=airanks.net40
Most Reliable Used Full-Size Trucks for 2026 - iSeeCars.comwww.iseecars.comiseecars.com/most-reliable-used-ca…ks?utm=airanks.net26
Best Midsize Pickup Truck Resale Value: 2020 Toyota Tacoma - Kelley Blue Bookwww.kbb.comkbb.com/awards/best-resale-value-m…0/?utm=airanks.net24

The Ranking, With Its Uncertainty

Ford contested Ford — ci 0.86–1.00 · n=392 · 49.0% of resamples held this rank · named in 100% of answers
Toyota contested Toyota — ci 0.86–1.00 · n=392 · 49.0% of resamples held this rank · named in 94% of answers
Ram locked Ram — ci 0.71–0.71 · n=392 · 100.0% of resamples held this rank · named in 99% of answers
Chevrolet locked Chevrolet — ci 0.57–0.57 · n=392 · 100.0% of resamples held this rank · named in 95% of answers
Honda contested Honda — ci 0.29–0.43 · n=392 · 53.7% of resamples held this rank · named in 55% of answers
GMC contested GMC — ci 0.29–0.43 · n=392 · 53.7% of resamples held this rank · named in 61% of answers
Nissan locked Nissan — ci 0.14–0.14 · n=392 · 100.0% of resamples held this rank · named in 31% of answers
Jeep locked Jeep — ci 0.00–0.00 · n=392 · 100.0% of resamples held this rank · named in 2% 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

0.86–1.00

Toyota

0.86–1.00

Ram

0.71–0.71

Chevrolet

0.57–0.57

Honda

0.29–0.43

GMC

0.29–0.43

Nissan

0.14–0.14

Jeep

0.00–0.00