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

PHRASE

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The Question

← all rankings / dataset COBALT

Best pickup truck shocks

Bilstein takes the top spot in 100.0% of resamples. All 4 ranked brands hold positions 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

KYB MonoMax Shocks | Maximum Control for Trucks & SUVswww.kyb.comkyb.com/products/monomax/?utm=airanks.net175
BILSTEIN B8 5100 (Ride Height Adjustable) - BILSTEIN Off-Roadoffroad.bilstein.comoffroad.bilstein.com/en-us/product…e/?utm=airanks.net120
UNIVERSAL | 2.0 PERFORMANCE SERIES – RideFOXridefox.comridefox.com/products/performance-s…ck?utm=airanks.net95
KYB Gas-a-Just Monotube Shocks for enhanced handling and control. - KYB Americas LLCwww.kyb.comkyb.com/products/gas-a-just/?utm=airanks.net71
OESpectrum Shocks & Struts | Monroe Shocks & Strutswww.monroe.commonroe.com/products/restore-your-r…ml?utm=airanks.net59
Truck & Van Load Adjusting Shocks | Monroe Shocks & Strutswww.monroe.commonroe.com/products/carry-the-load…ml?utm=airanks.net44

The Ranking, With Its Uncertainty

Bilstein locked Bilstein — ci 1.00–1.00 · n=432 · 100.0% of resamples held this rank · named in 100% of answers
Fox locked Fox — ci 0.67–0.67 · n=432 · 100.0% of resamples held this rank · named in 99% of answers
KYB locked KYB — ci 0.33–0.33 · n=432 · 100.0% of resamples held this rank · named in 56% of answers
Rancho locked Rancho — ci 0.00–0.00 · n=432 · 100.0% of resamples held this rank · named in 28% 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.

Bilstein

1.00–1.00

Fox

0.67–0.67

KYB

0.33–0.33

Rancho

0.00–0.00