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 ceramic cookware set

GreenPan takes the top spot in 100.0% of resamples. Of 7 ranked brands, only 1 holds 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 Ceramic Cookware Sets 2026 Reviewed | Food Networkwww.foodnetwork.comfoodnetwork.com/how-to/packages/sh…re?utm=airanks.net101
Valencia Pro 11-Piece Cookware Set | © GreenPan Official Store | GreenPanwww.greenpan.usgreenpan.us/products/valencia-pro-…ay?utm=airanks.net43
Valencia Pro Ceramic Nonstick 11-Piece Cookware Set | GreenPanwww.greenpan.usgreenpan.us/collections/induction-…ge?utm=airanks.net15
8 Best Cookware Sets 2026 Reviewed | Food Networkwww.foodnetwork.comfoodnetwork.com/how-to/packages/sh…ts?utm=airanks.net10
Home Cook Set | Xtrema Pure Ceramic Cookwarextrema.comxtrema.com/products/home-cook-set?utm=airanks.net7
PFAS-Free Ceramic Cookware Set | Non-Toxic Pots & Pans Set | Carawaywww.carawayhome.comcarawayhome.com/products/cookware-sets?utm=airanks.net7
Valencia Pro Ceramic Nonstick 11-Piece Cookware Set | GreenPanwww.greenpan.usgreenpan.us/products/valencia-pro-…ht?utm=airanks.net7

The Ranking, With Its Uncertainty

GreenPan locked GreenPan — ci 1.00–1.00 · n=113 · 100.0% of resamples held this rank · named in 96% of answers
Caraway contested Caraway — ci 0.67–0.83 · n=113 · 64.9% of resamples held this rank · named in 74% of answers
Calphalon contested Calphalon — ci 0.67–0.83 · n=113 · 64.9% of resamples held this rank · named in 56% of answers
Farberware gathering Farberware — gathering data, n=113. No bootstrap interval yet.
Made In gathering Made In — gathering data, n=113. No bootstrap interval yet.
Tramontina gathering Tramontina — gathering data, n=113. No bootstrap interval yet.
Cuisinart gathering Cuisinart — 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.

GreenPan

1.00–1.00

Caraway

0.67–0.83

Calphalon

0.67–0.83