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.

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The Question

← all rankings / dataset COBALT

What is the best exercise bike for cardio training

Schwinn takes the top spot in 100.0% of resamples. Of 8 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

What's the best exercise bike? I'm a fitness expert and these are my top picks for 2026www.tomsguide.comtomsguide.com/best-picks/best-exer…es?utm=airanks.net109
The 14 Best Exercise Bikes of 2026, Tested and Reviewedwww.verywellfit.comverywellfit.com/best-exercise-bike…24?utm=airanks.net104
Bike Plus: Smart, personalized exercise on or off the bikewww.onepeloton.comonepeloton.com/bike-plus?utm=airanks.net85
Peloton: Innovative exercise equipment and personalized workout planswww.onepeloton.comonepeloton.com/bike-plus-redesign?utm=airanks.net69
7.0 IC Indoor Cycle - Exercise Bike | Horizon Fitnesswww.horizonfitness.comhorizonfitness.com/products/horizo…ke?utm=airanks.net63
The Best Exercise Bikes of 2026 | Lab Tested & Rankedwww.outdoorgearlab.comoutdoorgearlab.com/topics/fitness/…ke?utm=airanks.net41

The Ranking, With Its Uncertainty

Schwinn locked Schwinn — ci 1.00–1.00 · n=352 · 100.0% of resamples held this rank · named in 91% of answers
Peloton soft Peloton — ci 0.71–0.86 · n=352 · 75.5% of resamples held this rank · named in 91% of answers
Concept2 soft Concept2 — ci 0.71–0.86 · n=352 · 75.5% of resamples held this rank · named in 61% of answers
Yosuda locked Yosuda — ci 0.57–0.57 · n=352 · 100.0% of resamples held this rank · named in 23% of answers
Tempo contested Tempo — ci 0.00–0.43 · n=352 · 62.5% of resamples held this rank · named in 2% of answers
NordicTrack contested NordicTrack — ci 0.00–0.43 · n=352 · 52.2% of resamples held this rank · named in 3% of answers
Echelon contested Echelon — ci 0.00–0.29 · n=352 · 50.6% of resamples held this rank · named in 2% of answers
Rogue contested Rogue — ci 0.00–0.29 · n=352 · 58.3% of resamples held this rank · named in 1% 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.

Schwinn

1.00–1.00

Peloton

0.71–0.86

Concept2

0.71–0.86

Yosuda

0.57–0.57

Tempo

0.00–0.43

NordicTrack

0.00–0.43

Echelon

0.00–0.29

Rogue

0.00–0.29