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 full-size stroller

UPPAbaby takes the top spot in 100.0% of resamples. Of 17 ranked brands, only 7 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

The Best Full-Size Strollers | Lab Tested & Rankedwww.babygearlab.combabygearlab.com/topics/getting-aro…er?utm=airanks.net196
The Best Strollers of 2026, As Tested by a Baby Gear Expert & Real Parentswww.babylist.combabylist.com/hello-baby/best-strollers?utm=airanks.net182
Nuna MIXX™ next Stroller | Compact Fold & Flat Lay Seatnunababy.comnunababy.com/usa/strollers/mixx-ne…er?utm=airanks.net60
What’s the difference between the Cruz V3 and the Vista V3? – UPPAbabysupport.uppababy.comsupport.uppababy.com/hc/en-us/arti…V3?utm=airanks.net57
The Best Full-Size Strollers | Lab Tested & Rankedwww.babygearlab.combabygearlab.com/topics/getting-aro…rt_field=1&specs=n30

The Ranking, With Its Uncertainty

UPPAbaby locked UPPAbaby — ci 1.00–1.00 · n=453 · 100.0% of resamples held this rank · named in 99% of answers
Nuna locked Nuna — ci 0.94–0.94 · n=453 · 100.0% of resamples held this rank · named in 71% of answers
Mockingbird locked Mockingbird — ci 0.88–0.88 · n=453 · 99.8% of resamples held this rank · named in 42% of answers
Thule locked Thule — ci 0.81–0.81 · n=453 · 98.4% of resamples held this rank · named in 42% of answers
Cybex firm Cybex — ci 0.69–0.75 · n=453 · 87.9% of resamples held this rank · named in 27% of answers
Bugaboo firm Bugaboo — ci 0.63–0.75 · n=453 · 81.7% of resamples held this rank · named in 22% of answers
Joie contested Joie — ci 0.56–0.69 · n=453 · 54.1% of resamples held this rank · named in 18% of answers
Graco contested Graco — ci 0.56–0.63 · n=453 · 58.8% of resamples held this rank · named in 22% of answers
Baby Jogger locked Baby Jogger — ci 0.44–0.50 · n=453 · 96.9% of resamples held this rank · named in 8% of answers
Evenflo contested Evenflo — ci 0.31–0.44 · n=453 · 54.4% of resamples held this rank · named in 6% of answers
BOB contested BOB — ci 0.25–0.44 · n=453 · 45.0% of resamples held this rank · named in 6% of answers
Britax unsettled Britax — ci 0.25–0.44 · n=453 · 43.3% of resamples held this rank · named in 4% of answers
Chicco contested Chicco — ci 0.19–0.44 · n=453 · 59.6% of resamples held this rank · named in 3% of answers
Joolz soft Joolz — ci 0.06–0.25 · n=453 · 74.5% of resamples held this rank · named in 2% of answers
Maxi-Cosi contested Maxi-Cosi — ci 0.00–0.19 · n=453 · 64.7% of resamples held this rank · named in 1% of answers
Silver Cross gathering Silver Cross — gathering data, n=453. No bootstrap interval yet.
Bumbleride gathering Bumbleride — gathering data, n=453. 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.

UPPAbaby

1.00–1.00

Nuna

0.94–0.94

Mockingbird

0.88–0.88

Thule

0.81–0.81

Cybex

0.69–0.75

Bugaboo

0.63–0.75

Joie

0.56–0.69

Graco

0.56–0.63

Baby Jogger

0.44–0.50

Evenflo

0.31–0.44

BOB

0.25–0.44

Britax

0.25–0.44

Chicco

0.19–0.44

Joolz

0.06–0.25

Maxi-Cosi

0.00–0.19