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

UPPAbaby takes the top spot in 100.0% of resamples. Of 19 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.net264
Babylist's Best Travel Stroller Overall in 2026 | Expert Guidewww.babylist.combabylist.com/hello-baby/best-trave…rs?utm=airanks.net61
100+ Stroller Reviews | Lab Tested & Rankedwww.babygearlab.combabygearlab.com/catalog/stroller?utm=airanks.net42
8 Best Travel and Lightweight Strollers, Tested by Parentswww.thebump.comthebump.com/a/best-travel-stroller?utm=airanks.net27
The 13 Best Travel Strollers of 2026, Tested and Reviewedwww.travelandleisure.comtravelandleisure.com/travel-news/b…rs?utm=airanks.net20

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
Joolz locked Joolz — ci 0.94–0.94 · n=453 · 100.0% of resamples held this rank · named in 77% of answers
Graco locked Graco — ci 0.89–0.89 · n=453 · 100.0% of resamples held this rank · named in 50% of answers
BOB firm BOB — ci 0.78–0.83 · n=453 · 81.8% of resamples held this rank · named in 64% of answers
Joie soft Joie — ci 0.72–0.83 · n=453 · 66.8% of resamples held this rank · named in 29% of answers
Mockingbird firm Mockingbird — ci 0.72–0.78 · n=453 · 83.4% of resamples held this rank · named in 26% of answers
Nuna soft Nuna — ci 0.56–0.67 · n=453 · 79.1% of resamples held this rank · named in 26% of answers
Bugaboo contested Bugaboo — ci 0.56–0.67 · n=453 · 52.0% of resamples held this rank · named in 21% of answers
Thule contested Thule — ci 0.56–0.67 · n=453 · 61.9% of resamples held this rank · named in 26% of answers
Chicco contested Chicco — ci 0.39–0.50 · n=453 · 54.4% of resamples held this rank · named in 14% of answers
Cybex contested Cybex — ci 0.39–0.50 · n=453 · 51.3% of resamples held this rank · named in 11% of answers
Britax contested Britax — ci 0.33–0.45 · n=453 · 56.3% of resamples held this rank · named in 7% of answers
Baby Jogger soft Baby Jogger — ci 0.33–0.39 · n=453 · 65.8% of resamples held this rank · named in 10% of answers
Doona contested Doona — ci 0.22–0.28 · n=453 · 58.7% of resamples held this rank · named in 6% of answers
Evenflo contested Evenflo — ci 0.22–0.28 · n=453 · 57.8% of resamples held this rank · named in 3% of answers
Ergobaby gathering Ergobaby — gathering data, n=453. No bootstrap interval yet.
Babyzen gathering Babyzen — gathering data, n=453. No bootstrap interval yet.
Kolcraft gathering Kolcraft — gathering data, n=453. No bootstrap interval yet.
Silver Cross gathering Silver Cross — 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

Joolz

0.94–0.94

Graco

0.89–0.89

BOB

0.78–0.83

Joie

0.72–0.83

Mockingbird

0.72–0.78

Nuna

0.56–0.67

Bugaboo

0.56–0.67

Thule

0.56–0.67

Chicco

0.39–0.50

Cybex

0.39–0.50

Britax

0.33–0.45

Baby Jogger

0.33–0.39

Doona

0.22–0.28

Evenflo

0.22–0.28