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 running shoes for shin splints

Saucony takes the top spot in 98.5% of resamples. Of 9 ranked brands, only 6 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

https://runrepeat.com/guides/best-shin-splints-running-shoesrunrepeat.comrunrepeat.com/guides/best-shin-spl…es?utm=airanks.net252
Shin Splints - OrthoInfo - AAOSorthoinfo.aaos.orgorthoinfo.aaos.org/en/diseases--co…s/?utm=airanks.net224
Verywell Fitwww.verywellfit.comverywellfit.com/best-running-shoes…07?utm=airanks.net183
Shin splints - Symptoms & causes - Mayo Clinicwww.mayoclinic.orgmayoclinic.org/diseases-conditions…05?utm=airanks.net167
GEL-KAYANO 32 | Women | Black/White | Running Shoes | ASICS United Stateswww.asics.comasics.com/us/en-us/gel-kayano-32/p…ml?utm=airanks.net71
Shin splints - self-care: MedlinePlus Medical Encyclopediamedlineplus.govmedlineplus.gov/ency/patientinstru…tm?utm=airanks.net66
Men's Adrenaline GTS 25 Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/mens/shoes…ml?utm=airanks.net45
Men's Adrenaline GTS 25 Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/mens/shoes…ml?utm=airanks.net33
The GEL-KAYANO™ 32 shoe delivers premium stability with plush comfort | ASICS Global - The Official Corporate Website for ASICS and Its Affiliatescorp.asics.comcorp.asics.com/en/press/article/th…rt?utm=airanks.net31
Shin Splints: Symptoms, Causes & Treatmentsmy.clevelandclinic.orgmy.clevelandclinic.org/health/dise…ts?utm=airanks.net22

The Ranking, With Its Uncertainty

Saucony locked Saucony — ci 1.00–1.00 · n=404 · 98.5% of resamples held this rank · named in 75% of answers
Asics firm Asics — ci 0.75–0.88 · n=404 · 87.9% of resamples held this rank · named in 92% of answers
Brooks firm Brooks — ci 0.75–0.88 · n=404 · 89.4% of resamples held this rank · named in 96% of answers
Hoka locked Hoka — ci 0.63–0.63 · n=404 · 100.0% of resamples held this rank · named in 78% of answers
New Balance locked New Balance — ci 0.50–0.50 · n=404 · 100.0% of resamples held this rank · named in 32% of answers
Nike locked Nike — ci 0.25–0.38 · n=404 · 95.0% of resamples held this rank · named in 2% of answers
Adidas gathering Adidas — gathering data, n=404. No bootstrap interval yet.
Altra gathering Altra — gathering data, n=404. No bootstrap interval yet.
Topo Athletic gathering Topo Athletic — gathering data, n=404. 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.

Saucony

1.00–1.00

Asics

0.75–0.88

Brooks

0.75–0.88

Hoka

0.63–0.63

New Balance

0.50–0.50

Nike

0.25–0.38

6 of 9 brands measured · 6 dominance edges · 5 rungs · 1 pair the data does not separate