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 blender for margaritas

Ninja takes the top spot in 100.0% of resamples. Of 6 ranked brands, only 5 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 5 Best Blenders For Frozen Drinks of 2026 - RTINGS.comwww.rtings.comrtings.com/blender/reviews/best/fr…ks?utm=airanks.net394
Ninja® Professional Plus Blender with Auto-iQ® Blenders & Kitchen Systems - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-pr…01?utm=airanks.net78
The 6 Best Blenders For Crushing Ice of 2026 - RTINGS.comwww.rtings.comrtings.com/blender/reviews/best/ice?utm=airanks.net53
From frosé to frappes, this iced drinks maker is the most refreshing way to stay coolwww.womanandhome.comwomanandhome.com/homes/kitchen/nin…w/?utm=airanks.net50
The 4 Best Budget Blenders of 2026 - RTINGS.comwww.rtings.comrtings.com/blender/reviews/best/bu…ap?utm=airanks.net31
Ninja® Slush Machine | Frozen Drink Maker for Home - Ninja®www.ninjakitchen.comninjakitchen.com/page/frozen-drink…rs?utm=airanks.net27
Best Blender for Frozen Drinks 2026: Stop the #1 Mistake - HomeApplianceOwlwww.homeapplianceowl.comhomeapplianceowl.com/blenders/best…s/?utm=airanks.net21

The Ranking, With Its Uncertainty

Ninja locked Ninja — ci 1.00–1.00 · n=454 · 100.0% of resamples held this rank · named in 99% of answers
Blendtec locked Blendtec — ci 0.80–0.80 · n=454 · 100.0% of resamples held this rank · named in 68% of answers
Vitamix locked Vitamix — ci 0.60–0.60 · n=454 · 99.9% of resamples held this rank · named in 71% of answers
KitchenAid locked KitchenAid — ci 0.40–0.40 · n=454 · 99.9% of resamples held this rank · named in 62% of answers
Breville locked Breville — ci 0.20–0.20 · n=454 · 100.0% of resamples held this rank · named in 9% of answers
Hamilton Beach gathering Hamilton Beach — 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.

Ninja

1.00–1.00

Blendtec

0.80–0.80

Vitamix

0.60–0.60

KitchenAid

0.40–0.40

Breville

0.20–0.20