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 under 5k

Ford 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

Best Used Trucks on a $5,000 Budget - Autotraderwww.autotrader.comautotrader.com/car-shopping/10-bes…00?utm=airanks.net180
Check for Recalls: Vehicle, Car Seat, Tire, Equipment | NHTSAwww.nhtsa.govnhtsa.gov/recalls?utm=airanks.net52
Cheap Trucks for Sale Under $5,000 Near Me - Autotraderwww.autotrader.comautotrader.com/cars-for-sale/truck…00?utm=airanks.net40
6 Most Reliable Used Pickup Trucks - Consumer Reportswww.consumerreports.orgconsumerreports.org/pickup-trucks/…4/?utm=airanks.net33
Buying a Used Car From a Dealer | Consumer Adviceconsumer.ftc.govconsumer.ftc.gov/articles/buying-u…er?utm=airanks.net31
Used Ford Ranger Trucks for Sale Under $5,000 Near Me | Cars.comwww.cars.comcars.com/shopping/ford-ranger/pric…0/?utm=airanks.net22

The Ranking, With Its Uncertainty

Ford locked Ford — ci 1.00–1.00 · n=392 · 100.0% of resamples held this rank · named in 95% of answers
Chevrolet locked Chevrolet — ci 0.88–0.88 · n=392 · 100.0% of resamples held this rank · named in 98% of answers
Nissan locked Nissan — ci 0.75–0.75 · n=392 · 100.0% of resamples held this rank · named in 93% of answers
GMC locked GMC — ci 0.63–0.63 · n=392 · 100.0% of resamples held this rank · named in 95% of answers
Toyota locked Toyota — ci 0.50–0.50 · n=392 · 100.0% of resamples held this rank · named in 94% of answers
Dodge locked Dodge — ci 0.38–0.38 · n=392 · 99.2% of resamples held this rank · named in 28% of answers
Mazda soft Mazda — ci 0.13–0.25 · n=392 · 76.5% of resamples held this rank · named in 7% of answers
Ram soft Ram — ci 0.13–0.25 · n=392 · 77.3% of resamples held this rank · named in 18% of answers
Honda gathering Honda — gathering data, n=392. 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

Chevrolet

0.88–0.88

Nissan

0.75–0.75

GMC

0.63–0.63

Toyota

0.50–0.50

Dodge

0.38–0.38

Mazda

0.13–0.25

Ram

0.13–0.25