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 stroller for newborns

UPPAbaby takes the top spot in 99.8% of resamples. Of 15 ranked brands, only 5 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 Strollers of 2026, As Tested by a Baby Gear Expert & Real Parentswww.babylist.combabylist.com/hello-baby/best-strollers?utm=airanks.net193
Choose the Right Stroller for Your Family - Consumer Reportswww.consumerreports.orgconsumerreports.org/babies-kids/st…e/?utm=airanks.net87
Safe Sleep: 9 Ways to Reduce a Baby's Risk of SIDS & Suffocation - HealthyChildren.orgwww.healthychildren.orghealthychildren.org/English/ages-s…px?utm=airanks.net76
Nuna MIXX™ next Stroller | Compact Fold & Flat Lay Seatnunababy.comnunababy.com/usa/strollers/mixx-ne…er?utm=airanks.net51
Explore Top Rated Bravo Trio Travel Systems | Chiccowww.chiccousa.comchiccousa.com/shop-our-products/tr…s/?utm=airanks.net37

The Ranking, With Its Uncertainty

UPPAbaby locked UPPAbaby — ci 1.00–1.00 · n=453 · 99.8% of resamples held this rank · named in 92% of answers
Graco locked Graco — ci 0.93–0.93 · n=453 · 99.8% of resamples held this rank · named in 74% of answers
Joie soft Joie — ci 0.79–0.86 · n=453 · 76.1% of resamples held this rank · named in 56% of answers
Nuna soft Nuna — ci 0.79–0.86 · n=453 · 76.1% of resamples held this rank · named in 60% of answers
Bugaboo contested Bugaboo — ci 0.64–0.71 · n=453 · 50.3% of resamples held this rank · named in 17% of answers
Baby Jogger contested Baby Jogger — ci 0.64–0.71 · n=453 · 50.1% of resamples held this rank · named in 21% of answers
Chicco firm Chicco — ci 0.50–0.57 · n=453 · 87.4% of resamples held this rank · named in 11% of answers
Evenflo firm Evenflo — ci 0.43–0.57 · n=453 · 85.3% of resamples held this rank · named in 10% of answers
Doona locked Doona — ci 0.43–0.50 · n=453 · 97.0% of resamples held this rank · named in 8% of answers
Thule contested Thule — ci 0.14–0.36 · n=453 · 53.1% of resamples held this rank · named in 3% of answers
Ergobaby unsettled Ergobaby — ci 0.14–0.36 · n=453 · 31.6% of resamples held this rank · named in 2% of answers
Cybex unsettled Cybex — ci 0.14–0.36 · n=453 · 36.4% of resamples held this rank · named in 2% of answers
Joolz contested Joolz — ci 0.14–0.36 · n=453 · 58.2% of resamples held this rank · named in 2% of answers
Britax gathering Britax — gathering data, n=453. No bootstrap interval yet.
Mockingbird gathering Mockingbird — 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

Graco

0.93–0.93

Joie

0.79–0.86

Nuna

0.79–0.86

Bugaboo

0.64–0.71

Baby Jogger

0.64–0.71

Chicco

0.50–0.57

Evenflo

0.43–0.57

Doona

0.43–0.50

Thule

0.14–0.36

Ergobaby

0.14–0.36

Cybex

0.14–0.36

Joolz

0.14–0.36