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 2021

Ford takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 8 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

2021 Ford F-150 vs. Ram 1500 and Chevrolet Silverado 1500: Back at It Againwww.motortrend.commotortrend.com/reviews/2021-ford-f…ew?utm=airanks.net92
2021 Ford F-150 Review & Ratings | Edmundswww.edmunds.comedmunds.com/ford/f-150/2021/review/?utm=airanks.net50
Kelley Blue Book Names 2021 Best Resale Value Award Winners - Mar 2, 2021mediaroom.kbb.commediaroom.kbb.com/2021-03-02-Kelle…rs?utm=airanks.net40
2021 Ram 1500 vs. 2021 Toyota Tacoma - iSeeCars.comwww.iseecars.comiseecars.com/compare/2021-ram-ram_…ma?utm=airanks.net34
Most Reliable Used Full-Size Trucks Under $35k for 2026 - iSeeCars.comwww.iseecars.comiseecars.com/reliable-used-cars-un…ks?utm=airanks.net19
2021 Toyota Tacoma Review & Ratings | Edmundswww.edmunds.comedmunds.com/toyota/tacoma/2021/review/?utm=airanks.net16
2021 Chevy Silverado 1500 Review & Ratings | Edmundswww.edmunds.comedmunds.com/chevrolet/silverado-15…w/?utm=airanks.net16

The Ranking, With Its Uncertainty

Ford locked Ford — ci 1.00–1.00 · n=391 · 100.0% of resamples held this rank · named in 100% of answers
Toyota locked Toyota — ci 0.88–0.88 · n=391 · 99.8% of resamples held this rank · named in 95% of answers
Ram locked Ram — ci 0.75–0.75 · n=391 · 99.8% of resamples held this rank · named in 97% of answers
Chevrolet locked Chevrolet — ci 0.63–0.63 · n=391 · 100.0% of resamples held this rank · named in 96% of answers
GMC locked GMC — ci 0.50–0.50 · n=391 · 98.6% of resamples held this rank · named in 66% of answers
Honda locked Honda — ci 0.38–0.38 · n=391 · 98.6% of resamples held this rank · named in 54% of answers
Nissan locked Nissan — ci 0.25–0.25 · n=391 · 100.0% of resamples held this rank · named in 25% of answers
Jeep firm Jeep — ci 0.00–0.13 · n=391 · 88.7% of resamples held this rank · named in 2% of answers
Hyundai gathering Hyundai — gathering data, n=391. 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

0.88–0.88

Ram

0.75–0.75

Chevrolet

0.63–0.63

GMC

0.50–0.50

Honda

0.38–0.38

Nissan

0.25–0.25

Jeep

0.00–0.13