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

Best coffee maker for airbnb

Keurig takes the top spot in 100.0% of resamples. Of 11 ranked brands, only 6 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

Best Coffee Makers for Airbnb (2026) | Awningawning.comawning.com/post/best-coffee-makers…nb?utm=airanks.net127
The Best Coffeemakers for Airbnb and Vrbo Vacation Rentals | Vacasawww.vacasa.comvacasa.com/homeowner-guides/best-c…ls?utm=airanks.net122
K-Mini Plus® Single Serve Coffee Maker | Keurigwww.keurig.comkeurig.com/home-coffee-makers/k-mi…er?utm=airanks.net75
PerfecTemp® 14-Cup Programmable Coffee Maker | $30 Off! - Cuisinartwww.cuisinart.comcuisinart.com/14-cup-programmable-…ml?utm=airanks.net57
K-Express™ Single Serve Coffee Maker | Keurigwww.keurig.comkeurig.com/K-Express%E2%84%A2-Sing…er?utm=airanks.net37
12-Cup* Programmable Coffeemaker, Black | CM1160B | BLACK + DECKERwww.blackanddeckerappliances.comblackanddeckerappliances.com/produ…px?utm=airanks.net35

The Ranking, With Its Uncertainty

Keurig locked Keurig — ci 1.00–1.00 · n=403 · 100.0% of resamples held this rank · named in 89% of answers
Cuisinart locked Cuisinart — ci 0.90–0.90 · n=403 · 100.0% of resamples held this rank · named in 39% of answers
Hamilton Beach firm Hamilton Beach — ci 0.70–0.80 · n=403 · 80.6% of resamples held this rank · named in 23% of answers
OXO firm OXO — ci 0.70–0.80 · n=403 · 80.6% of resamples held this rank · named in 24% of answers
Ninja contested Ninja — ci 0.50–0.60 · n=403 · 51.2% of resamples held this rank · named in 7% of answers
Nespresso contested Nespresso — ci 0.50–0.60 · n=403 · 51.2% of resamples held this rank · named in 13% of answers
Mr. Coffee firm Mr. Coffee — ci 0.30–0.40 · n=403 · 94.4% of resamples held this rank · named in 3% of answers
Technivorm firm Technivorm — ci 0.30–0.40 · n=403 · 93.0% of resamples held this rank · named in 2% of answers
Breville gathering Breville — gathering data, n=403. No bootstrap interval yet.
Zojirushi gathering Zojirushi — gathering data, n=403. No bootstrap interval yet.
Braun gathering Braun — gathering data, n=403. 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.

Keurig

1.00–1.00

Cuisinart

0.90–0.90

Hamilton Beach

0.70–0.80

OXO

0.70–0.80

Ninja

0.50–0.60

Nespresso

0.50–0.60

Mr. Coffee

0.30–0.40

Technivorm

0.30–0.40