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 10k

Nissan takes the top spot in 100.0% of resamples. Of 11 ranked brands, only 5 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

Cheap Trucks for Sale | Edmundswww.edmunds.comedmunds.com/truck/articles/cheap-t…e/?utm=airanks.net161
Kbb.comwww.kbb.comkbb.com/best-cars/top-10-best-used…0/?utm=airanks.net128
Best Used Pickup Trucks | Edmundswww.edmunds.comedmunds.com/truck/articles/best-us…s/?utm=airanks.net127
6 Most Reliable Used Pickup Trucks - Consumer Reportswww.consumerreports.orgconsumerreports.org/pickup-trucks/…4/?utm=airanks.net91
Best Used Trucks for Less Than $10,000www.caranddriver.comcaranddriver.com/features/g3402980…0/?utm=airanks.net85
Check for Recalls: Vehicle, Car Seat, Tire, Equipment | NHTSAwww.nhtsa.govnhtsa.gov/recalls?utm=airanks.net66
Best Used Pickups on a $10,000 Budget - Autotraderwww.autotrader.comautotrader.com/car-shopping/good-u…88?utm=airanks.net55
Used Trucks for Sale Under $10,000 Near Me - Autotraderwww.autotrader.comautotrader.com/cars-for-sale/truck…00?utm=airanks.net43
FINALSubject: 2005-10 Frontier, Pathfinder, and Xterra Radiator Assemblystatic.nhtsa.govstatic.nhtsa.gov/odi/tsbs/2012/MC-…df?utm=airanks.net39
Best Used Trucks Under $10,000www.motortrend.commotortrend.com/reviews/best-used-t…00?utm=airanks.net36

The Ranking, With Its Uncertainty

Nissan locked Nissan — ci 1.00–1.00 · n=391 · 100.0% of resamples held this rank · named in 93% of answers
Ford locked Ford — ci 0.90–0.90 · n=391 · 100.0% of resamples held this rank · named in 96% of answers
Chevrolet locked Chevrolet — ci 0.80–0.80 · n=391 · 99.6% of resamples held this rank · named in 92% of answers
Toyota locked Toyota — ci 0.70–0.70 · n=391 · 99.6% of resamples held this rank · named in 85% of answers
Honda locked Honda — ci 0.60–0.60 · n=391 · 100.0% of resamples held this rank · named in 75% of answers
Ram soft Ram — ci 0.30–0.50 · n=391 · 74.7% of resamples held this rank · named in 41% of answers
Dodge contested Dodge — ci 0.30–0.50 · n=391 · 47.9% of resamples held this rank · named in 30% of answers
GMC contested GMC — ci 0.30–0.50 · n=391 · 62.6% of resamples held this rank · named in 41% of answers
Mazda soft Mazda — ci 0.10–0.20 · n=391 · 74.7% of resamples held this rank · named in 2% of answers
Jeep soft Jeep — ci 0.10–0.20 · n=391 · 73.6% of resamples held this rank · named in 2% of answers
Chrysler gathering Chrysler — 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

0.90–0.90

Chevrolet

0.80–0.80

Toyota

0.70–0.70

Honda

0.60–0.60

Ram

0.30–0.50

Dodge

0.30–0.50

GMC

0.30–0.50

Mazda

0.10–0.20

Jeep

0.10–0.20

10 of 11 brands measured · 13 dominance edges · 7 rungs · 4 pairs the data does not separate