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

Best sneakers to wear with dresses

Adidas takes the top spot in 100.0% of resamples. Of 11 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 Sneakers to Wear With Dresses: 25+ Chic Outfit Ideas | Voguewww.vogue.comvogue.com/article/how-to-wear-the-…ok?utm=airanks.net242
How to Style Sneakers with Dresses | Clarkswww.clarks.comclarks.com/en-us/editorial/how-to-…es?utm=airanks.net92
The Best Trainers To Wear With Dresses: 9 Chic Spring Outfit Ideas | British Voguewww.vogue.co.ukvogue.co.uk/article/dress-and-trai…ts?utm=airanks.net81
Campo | Women's Sneakers and Shoes | VEJAwww.veja-store.comveja-store.com/en_us/women-campo?utm=airanks.net62
Women's Chuck 70 - High Top, Low Top & Platform. Converse.comwww.converse.comconverse.com/shop/womens-chuck-70-shoes?utm=airanks.net53
Women - Samba - Samba OG | adidas USwww.adidas.comadidas.com/us/women-samba-samba_og?utm=airanks.net49
Women's Samba OG Shoes | adidas USwww.adidas.comadidas.com/us/women-samba_og?utm=airanks.net44
Women - Samba OG - Shoes | adidas USwww.adidas.comadidas.com/us/women-samba_og-shoes?utm=airanks.net43
The Best White Sneakers for Women in 2026—Vogue Editor Tested & Approved | Voguewww.vogue.comvogue.com/article/best-minimal-whi…rs?utm=airanks.net38
The Best Transitional Shoes to Wear From Summer Into Fallwww.marieclaire.commarieclaire.com/fashion/best-trans…s/?utm=airanks.net34

The Ranking, With Its Uncertainty

Adidas locked Adidas — ci 1.00–1.00 · n=393 · 100.0% of resamples held this rank · named in 99% of answers
Nike locked Nike — ci 0.90–0.90 · n=393 · 100.0% of resamples held this rank · named in 71% of answers
New Balance soft New Balance — ci 0.70–0.80 · n=393 · 75.5% of resamples held this rank · named in 84% of answers
Reebok soft Reebok — ci 0.70–0.80 · n=393 · 75.5% of resamples held this rank · named in 42% of answers
Puma locked Puma — ci 0.60–0.60 · n=393 · 100.0% of resamples held this rank · named in 42% of answers
Asics locked Asics — ci 0.50–0.50 · n=393 · 100.0% of resamples held this rank · named in 47% of answers
Hoka contested Hoka — ci 0.30–0.40 · n=393 · 63.3% of resamples held this rank · named in 6% of answers
On Running contested On Running — ci 0.30–0.40 · n=393 · 63.2% of resamples held this rank · named in 5% of answers
Saucony firm Saucony — ci 0.10–0.20 · n=393 · 80.0% of resamples held this rank · named in 2% of answers
Salomon soft Salomon — ci 0.00–0.20 · n=393 · 76.3% of resamples held this rank · named in 1% of answers
Skechers gathering Skechers — gathering data, n=393. 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.

Adidas

1.00–1.00

Nike

0.90–0.90

New Balance

0.70–0.80

Reebok

0.70–0.80

Puma

0.60–0.60

Asics

0.50–0.50

Hoka

0.30–0.40

On Running

0.30–0.40

Saucony

0.10–0.20

Salomon

0.00–0.20

10 of 11 brands measured · 12 dominance edges · 7 rungs · 3 pairs the data does not separate