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

PHRASE

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The Question

← all rankings / dataset COBALT

What is the best convertible stroller

UPPAbaby takes the top spot in 100.0% of resamples. Of 13 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 Ranking, With Its Uncertainty

UPPAbaby locked UPPAbaby — ci 1.00–1.00 · n=453 · 100.0% of resamples held this rank · named in 98% of answers
Mockingbird locked Mockingbird — ci 0.92–0.92 · n=453 · 100.0% of resamples held this rank · named in 90% of answers
Bugaboo locked Bugaboo — ci 0.83–0.83 · n=453 · 100.0% of resamples held this rank · named in 68% of answers
Cybex locked Cybex — ci 0.75–0.75 · n=453 · 100.0% of resamples held this rank · named in 38% of answers
Nuna firm Nuna — ci 0.58–0.67 · n=453 · 88.9% of resamples held this rank · named in 23% of answers
Baby Jogger firm Baby Jogger — ci 0.58–0.67 · n=453 · 88.9% of resamples held this rank · named in 18% of answers
Joovy soft Joovy — ci 0.33–0.50 · n=453 · 75.7% of resamples held this rank · named in 10% of answers
Graco contested Graco — ci 0.25–0.50 · n=453 · 53.4% of resamples held this rank · named in 6% of answers
Evenflo contested Evenflo — ci 0.25–0.50 · n=453 · 50.3% of resamples held this rank · named in 6% of answers
Thule soft Thule — ci 0.17–0.42 · n=453 · 65.9% of resamples held this rank · named in 6% of answers
Joie firm Joie — ci 0.08–0.25 · n=453 · 93.0% of resamples held this rank · named in 2% of answers
Chicco gathering Chicco — gathering data, n=453. No bootstrap interval yet.
BOB gathering BOB — 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

Mockingbird

0.92–0.92

Bugaboo

0.83–0.83

Cybex

0.75–0.75

Nuna

0.58–0.67

Baby Jogger

0.58–0.67

Joovy

0.33–0.50

Graco

0.25–0.50

Evenflo

0.25–0.50

Thule

0.17–0.42

Joie

0.08–0.25