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 cookware set

All-Clad takes the top spot in 97.3% of resamples. Of 8 ranked brands, only 3 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

6 Best Stainless Steel Cookware Sets of 2026, Tested by Expertswww.goodhousekeeping.comgoodhousekeeping.com/cooking-tools…s/?utm=airanks.net40
8 Best Cookware Sets 2026 Reviewed | Food Networkwww.foodnetwork.comfoodnetwork.com/how-to/packages/sh…ts?utm=airanks.net39
Best Cookware Sets, Based on Years of Testing (2026) | Bon Appétitwww.bonappetit.combonappetit.com/story/best-cookware-sets?utm=airanks.net37
4 Best Nonstick Cookware Sets of 2026, According to Our Testswww.goodhousekeeping.comgoodhousekeeping.com/cooking-tools…e/?utm=airanks.net30
All‑Clad D3 10‑Pc Cookware Set – Tri‑Ply Stainlesswww.all-clad.comall-clad.com/d3-stainless-3-ply-bo…ml?utm=airanks.net20
7 Best Cookware Sets You Can Buy, According to Lab Testingwww.goodhousekeeping.comgoodhousekeeping.com/cooking-tools…t/?utm=airanks.net16
Shop All‑Clad D3 10‑Pc Cookware Set – Premium Qualitywww.all-clad.comall-clad.com/d3-stainless-3-ply-bo…ml?utm=airanks.net11
D3® Stainless Everyday Collection | All-Cladwww.all-clad.comall-clad.com/explore-the-d3-everyd…on?utm=airanks.net10
Triverge Tri Ply Clad Stainless Steel Cookware Set – Tramontina USAwww.tramontina.comtramontina.com/products/triverge-t…et?utm=airanks.net8
Best Cookware Buying Guide - Consumer Reportsonlocation.consumerreports.orgonlocation.consumerreports.org/hom…e/?utm=airanks.net6

The Ranking, With Its Uncertainty

All-Clad locked All-Clad — ci 0.86–1.00 · n=113 · 97.3% of resamples held this rank · named in 90% of answers
Tramontina locked Tramontina — ci 0.86–1.00 · n=113 · 97.3% of resamples held this rank · named in 89% of answers
Made In soft Made In — ci 0.43–0.71 · n=113 · 65.0% of resamples held this rank · named in 24% of answers
Hestan contested Hestan — ci 0.43–0.71 · n=113 · 51.9% of resamples held this rank · named in 28% of answers
GreenPan soft GreenPan — ci 0.29–0.71 · n=113 · 66.3% of resamples held this rank · named in 27% of answers
Cuisinart locked Cuisinart — ci 0.29–0.43 · n=113 · 95.9% of resamples held this rank · named in 12% of answers
Calphalon gathering Calphalon — gathering data, n=113. No bootstrap interval yet.
Caraway gathering Caraway — gathering data, n=113. 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.

All-Clad

0.86–1.00

Tramontina

0.86–1.00

Made In

0.43–0.71

Hestan

0.43–0.71

GreenPan

0.29–0.71

Cuisinart

0.29–0.43

6 of 8 brands measured · 8 dominance edges · 2 rungs · 7 pairs the data does not separate