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

What is the best compact treadmill

Echelon takes the top spot in 100.0% of resamples. Of 6 ranked brands, only 2 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

WalkingPad C2 Foldable Under-Desk Walking Treadmill | Quietwww.walkingpad.comwalkingpad.com/products/walkingpad…ne?utm=airanks.net107
The 5 Best Folding Treadmills of 2026 — Reviews by Runner's Worldwww.runnersworld.comrunnersworld.com/gear/a36384002/be…s/?utm=airanks.net103
WalkingPad X21 Double-Fold Treadmill | Upright Storage & 7.45MPHwww.walkingpad.comwalkingpad.com/products/walkingpad…ll?utm=airanks.net59
The 8 Best Compact Treadmills of 2026, According to Treadmill Expertswww.shape.comshape.com/fitness/gear/best-compac…ls?utm=airanks.net51
WalkingPad R2 Premium 2-in-1 Foldable Treadmill | $400 Off Todaywww.walkingpad.comwalkingpad.com/products/walkingpad…ll?utm=airanks.net43
5 Best Under-Desk Treadmills of 2026, Expert-Tested - Consumer Reportswww.consumerreports.orgconsumerreports.org/health/treadmi…2/?utm=airanks.net38
5 Best Foldable Treadmills of 2026, Expert-Tested and Reviewed - Consumer Reportswww.consumerreports.orgconsumerreports.org/treadmills/bes…0/?utm=airanks.net38
UREVO Cybermega: The 1st Smart Marathon Training Treadmill – UREVO.USwww.urevo.comurevo.com/products/urevo-cybermega…ll?utm=airanks.net38

The Ranking, With Its Uncertainty

Echelon locked Echelon — ci 1.00–1.00 · n=349 · 100.0% of resamples held this rank · named in 94% of answers
ProForm locked ProForm — ci 0.80–0.80 · n=349 · 99.9% of resamples held this rank · named in 9% of answers
Sole contested Sole — ci 0.20–0.60 · n=349 · 62.2% of resamples held this rank · named in 3% of answers
Life Fitness contested Life Fitness — ci 0.20–0.60 · n=349 · 48.9% of resamples held this rank · named in 3% of answers
NordicTrack contested NordicTrack — ci 0.00–0.60 · n=349 · 63.7% of resamples held this rank · named in 2% of answers
Sunny Health & Fitness gathering Sunny Health & Fitness — gathering data, n=349. 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.

Echelon

1.00–1.00

ProForm

0.80–0.80

Sole

0.20–0.60

Life Fitness

0.20–0.60

NordicTrack

0.00–0.60