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

PHRASE

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The Question

← all rankings / dataset COBALT

What is the best blender

Vitamix takes the top spot in 100.0% of resamples. Of 12 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

The 4 Best Vitamix Blenders of 2026: Reviews - RTINGS.comwww.rtings.comrtings.com/blender/reviews/vitamix?utm=airanks.net88
We Tested 35 Blenders to Find the Best at Every Price (2026) | Bon Appétitwww.bonappetit.combonappetit.com/story/best-blender?utm=airanks.net71
Best Blenders in Every Price Range - Consumer Reportswww.consumerreports.orgconsumerreports.org/appliances/ble…1/?utm=airanks.net66
The 5 Best Personal Blenders of 2026 - RTINGS.comwww.rtings.comrtings.com/blender/reviews/best/personal?utm=airanks.net43
WIRED Tested Dozens of Blenders. These Are Our 8 Favorites (2026) | WIREDwww.wired.comwired.com/gallery/best-blender/?utm=airanks.net37
Best smoothie blenders of 2026, according to Consumer Reportsqz.comqz.com/best-smoothie-blenders-cons…ts?utm=airanks.net31

The Ranking, With Its Uncertainty

Vitamix locked Vitamix — ci 1.00–1.00 · n=454 · 100.0% of resamples held this rank · named in 99% of answers
Ninja locked Ninja — ci 0.91–0.91 · n=454 · 100.0% of resamples held this rank · named in 96% of answers
NutriBullet locked NutriBullet — ci 0.82–0.82 · n=454 · 100.0% of resamples held this rank · named in 55% of answers
KitchenAid soft KitchenAid — ci 0.64–0.73 · n=454 · 70.2% of resamples held this rank · named in 9% of answers
Hamilton Beach soft Hamilton Beach — ci 0.64–0.73 · n=454 · 69.2% of resamples held this rank · named in 9% of answers
Black+Decker contested Black+Decker — ci 0.45–0.55 · n=454 · 58.2% of resamples held this rank · named in 5% of answers
Breville contested Breville — ci 0.45–0.55 · n=454 · 58.5% of resamples held this rank · named in 6% of answers
Beast firm Beast — ci 0.27–0.36 · n=454 · 84.2% of resamples held this rank · named in 3% of answers
Braun soft Braun — ci 0.09–0.36 · n=454 · 65.9% of resamples held this rank · named in 2% of answers
Oster contested Oster — ci 0.00–0.27 · n=454 · 50.0% of resamples held this rank · named in 1% of answers
Cuisinart gathering Cuisinart — gathering data, n=454. No bootstrap interval yet.
Blendtec gathering Blendtec — gathering data, n=454. 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.

Vitamix

1.00–1.00

Ninja

0.91–0.91

NutriBullet

0.82–0.82

KitchenAid

0.64–0.73

Hamilton Beach

0.64–0.73

Black+Decker

0.45–0.55

Breville

0.45–0.55

Beast

0.27–0.36

Braun

0.09–0.36

Oster

0.00–0.27