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 budget smartphone

Motorola takes the top spot in 99.8% of resamples. All 5 ranked brands hold positions 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 cheap phones 2026 tested — Our top budget phone picks | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-chea…es?utm=airanks.net190
Pixel 10a: the Real Deal, Built for Real Lifestore.google.comstore.google.com/us/product/pixel_10a?utm=airanks.net125
SAMSUNG HHP MSRP Price List - EFFECTIVE March 2026image-us.samsung.comimage-us.samsung.com/SamsungUS/bus…df?utm=airanks.net103
Pixel 9a, AI Magic Made Simple - Google Storestore.google.comstore.google.com/us/product/pixel_9a?utm=airanks.net46
8 Best Cheap Phones (2026), Tested and Reviewed | WIREDwww.wired.comwired.com/story/best-cheap-phones/?utm=airanks.net46
Moto G (2026) review: The best phone for less than $200www.tomsguide.comtomsguide.com/phones/motorola-phon…00?utm=airanks.net37
Motorola News | Introducing the moto g power - 2026: Where design meets durabilitymotorolanews.commotorolanews.com/introducing-the-m…y/?utm=airanks.net30

The Ranking, With Its Uncertainty

Motorola locked Motorola — ci 1.00–1.00 · n=357 · 99.8% of resamples held this rank · named in 92% of answers
Google locked Google — ci 0.75–0.75 · n=357 · 99.8% of resamples held this rank · named in 98% of answers
Samsung locked Samsung — ci 0.50–0.50 · n=357 · 100.0% of resamples held this rank · named in 95% of answers
Apple locked Apple — ci 0.25–0.25 · n=357 · 100.0% of resamples held this rank · named in 39% of answers
Nothing locked Nothing — ci 0.00–0.00 · n=357 · 100.0% of resamples held this rank · named in 5% of answers

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.

Motorola

1.00–1.00

Google

0.75–0.75

Samsung

0.50–0.50

Apple

0.25–0.25

Nothing

0.00–0.00