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 under 20k

Nissan takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 6 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

Edmundswww.edmunds.comedmunds.com/truck/articles/best-us…s/?utm=airanks.net228
6 Best Used Midsize Trucks Under $20,000 - Kelley Blue Bookwww.kbb.comkbb.com/best-cars/best-used-midsiz…0/?utm=airanks.net195
10 Best Used Trucks Under $20,000 - Kelley Blue Bookwww.kbb.comkbb.com/best-cars/10-best-used-tru…0/?utm=airanks.net122
6 Most Reliable Used Pickup Trucks - Consumer Reportswww.consumerreports.orgconsumerreports.org/pickup-trucks/…4/?utm=airanks.net95
10 Best Used Trucks Under $20,000 - Kelley Blue Bookwww.kbb.comkbb.com/best-cars/10-best-used-tru…5807dd2e55bd1664b852
Check for Recalls: Vehicle, Car Seat, Tire, Equipment | NHTSAwww.nhtsa.govnhtsa.gov/recalls?utm=airanks.net48
Best Used Midsize Trucks | Edmundswww.edmunds.comedmunds.com/truck/articles/best-us…s/?utm=airanks.net28
Best Used Pickup Trucks Under $20,000 | Used Trucks USA | Used Truck USwww.usedtruckus.comusedtruckus.com/blog/best-used-pic…00?utm=airanks.net28
6 Best Used Midsize Trucks Under $20,000 - Kelley Blue Bookwww.kbb.comkbb.com/best-cars/best-used-midsiz…05235f9a1102bb607225
Best Used Pickup Trucks | Edmundswww.edmunds.comedmunds.com/truck/articles/best-us…7b11e7d8d952a7658724

The Ranking, With Its Uncertainty

Nissan locked Nissan — ci 1.00–1.00 · n=391 · 100.0% of resamples held this rank · named in 95% of answers
Ford firm Ford — ci 0.75–0.88 · n=391 · 90.6% of resamples held this rank · named in 93% of answers
Toyota contested Toyota — ci 0.63–0.88 · n=391 · 57.4% of resamples held this rank · named in 89% of answers
Honda contested Honda — ci 0.63–0.88 · n=391 · 60.1% of resamples held this rank · named in 84% of answers
Chevrolet locked Chevrolet — ci 0.50–0.50 · n=391 · 100.0% of resamples held this rank · named in 80% of answers
Ram locked Ram — ci 0.38–0.38 · n=391 · 100.0% of resamples held this rank · named in 48% of answers
GMC locked GMC — ci 0.25–0.25 · n=391 · 100.0% of resamples held this rank · named in 28% of answers
Jeep locked Jeep — ci 0.13–0.13 · n=391 · 100.0% of resamples held this rank · named in 5% of answers
Dodge gathering Dodge — 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.

Nissan

1.00–1.00

Ford

0.75–0.88

Toyota

0.63–0.88

Honda

0.63–0.88

Chevrolet

0.50–0.50

Ram

0.38–0.38

GMC

0.25–0.25

Jeep

0.13–0.13

8 of 9 brands measured · 9 dominance edges · 6 rungs · 3 pairs the data does not separate