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 budget air fryer

Cosori takes the top spot — a contested one, at n=27. 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

The 3 Best Budget And Cheap Air Fryers of 2026 - RTINGS.comwww.rtings.comrtings.com/air-fryer/reviews/best/…ap?utm=airanks.net24
TurboBlaze™ 6.0-Quart Air Fryer - Dark Gray – COSORIcosori.comcosori.com/products/turboblaze-air-fryer?utm=airanks.net5
The Best Air Fryers Under $100 Can Crisp With the Best of Them | Bon Appétitwww.bonappetit.combonappetit.com/story/best-cheap-ai…rs?utm=airanks.net4
My favorite air fryer proves you don’t need to spend loads on a Ninja appliance — get one for less than $70 in Amazon’s early Prime Day sale | TechRadarwww.techradar.comtechradar.com/home/air-fryers/my-f…ay?utm=airanks.net4
Beautiful 6 Qt Air Fryer with TurboCrisp Technology, EverGood Ceramic Nonstick Coating, White Icing by Drew Barrymore - Walmart.comwww.walmart.comwalmart.com/ip/16101019328?utm=airanks.net3
Vortex® Plus 6QT Air Fryer – Shop Instant Pot & Instant Appliances | Instantpotwww.instantpotusa.cominstantpotusa.com/product/vortex-p…r/?utm=airanks.net2
TurboBlaze™ 6.0-Quart Air Fryer - Dark Gray – COSORIcosori.comcosori.com/collections/air-fryers/…er?utm=airanks.net1

The Ranking, With Its Uncertainty

Cosori contested Cosori — ci 0.83–1.00 · n=27 · named in 67% of answers
Beautiful by Drew Barrymore contested Beautiful by Drew Barrymore — ci 0.83–1.00 · n=27 · named in 70% of answers
Ninja stable Ninja — ci 0.67–0.67 · n=27 · named in 59% of answers
Chefman gathering Chefman — gathering data, n=27. No bootstrap interval yet.
Klaviyo gathering Klaviyo — gathering data, n=27. No bootstrap interval yet.
Gourmia gathering Gourmia — gathering data, n=27. No bootstrap interval yet.
Philips gathering Philips — gathering data, n=27. 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.

Cosori

0.83–1.00

Beautiful by Drew Barrymore

0.83–1.00

Ninja

0.67–0.67