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 hiking boots for kids

KEEN takes the top spot in 100.0% of resamples. Of 6 ranked brands, only 4 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

Kids Hiking Boots for Boys, Girls & Toddlers | REI Co-opwww.rei.comrei.com/c/kids-hiking-boots?utm=airanks.net147
Waterproof Kids' Hiking Boots | REI Co-opwww.rei.comrei.com/c/kids-hiking-boots/f/f-wa…of?utm=airanks.net101
Kid - Moab Speed 2 Mid Waterproof - Athletics BK | Merrellwww.merrell.commerrell.com/US/en/moab-speed-2-mid…ml?utm=airanks.net87
Kids Hiking Shoes: Durable Youth Trail Footwear | Merrellwww.merrell.commerrell.com/US/en/kid-footwear-hiking/?utm=airanks.net51
Merrell Moab Speed 2 Mid A/C Waterproof Hiking Boots - Kids' | REI Co-opwww.rei.comrei.com/product/229333/merrell-moa…ds?utm=airanks.net40
Big Kid Moab Speed Mid 2 A/C Waterproof - Boots BK | Merrellwww.merrell.commerrell.com/US/en/moab-speed-mid-2…ml?utm=airanks.net39
Little Kids' Targhee IV Waterproof Hiking Boot | Bison/Brindle | KEEN Footwearwww.keenfootwear.comkeenfootwear.com/products/little-k…le?utm=airanks.net36
Salomon Speedcross Waterproof Hiking Shoes - Kids' | REI Co-opwww.rei.comrei.com/product/245267/salomon-spe…ds?utm=airanks.net35

The Ranking, With Its Uncertainty

KEEN locked KEEN — ci 1.00–1.00 · n=394 · 100.0% of resamples held this rank · named in 100% of answers
Merrell locked Merrell — ci 0.80–0.80 · n=394 · 100.0% of resamples held this rank · named in 97% of answers
Salomon locked Salomon — ci 0.60–0.60 · n=394 · 100.0% of resamples held this rank · named in 49% of answers
Adidas locked Adidas — ci 0.40–0.40 · n=394 · 100.0% of resamples held this rank · named in 25% of answers
Columbia soft Columbia — ci 0.00–0.20 · n=394 · 78.7% of resamples held this rank · named in 9% of answers
Timberland soft Timberland — ci 0.00–0.20 · n=394 · 78.7% of resamples held this rank · named in 9% of answers

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.

KEEN

1.00–1.00

Merrell

0.80–0.80

Salomon

0.60–0.60

Adidas

0.40–0.40

Columbia

0.00–0.20

Timberland

0.00–0.20