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.

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The Question

← all rankings / dataset COBALT

Best budget smartphone 2026 reddit

Motorola takes the top spot in 79.5% of resamples. Of 9 ranked brands, only 2 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 Budget Friendly Android Phones in the US : r/PickAnAndroidForMewww.reddit.comreddit.com/r/PickAnAndroidForMe/co…s/?utm=airanks.net217
Best cheap phones 2026 tested — Our top budget phone picks | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-chea…es?utm=airanks.net82
Pixel 10a: the Real Deal, Built for Real Lifestore.google.comstore.google.com/us/product/pixel_10a?utm=airanks.net75
Ranking the TOP 6 best Android phones under $200 in 2026www.androidcentral.comandroidcentral.com/best-android-ph…00?utm=airanks.net64
Buy Galaxy A57 5G | Price & Offers | Samsung USwww.samsung.comsamsung.com/us/smartphones/galaxy-…a/?utm=airanks.net62
The best cheap phones 2026: top US budget smartphones | TechRadarwww.techradar.comtechradar.com/best/best-cheap-phones?utm=airanks.net51
8 Best Cheap Phones (2026), Tested and Reviewed | WIREDwww.wired.comwired.com/story/best-cheap-phones/?utm=airanks.net51

The Ranking, With Its Uncertainty

Motorola soft Motorola — ci 0.88–1.00 · n=358 · 79.5% of resamples held this rank · named in 98% of answers
Google soft Google — ci 0.88–1.00 · n=358 · 79.5% of resamples held this rank · named in 97% of answers
Samsung locked Samsung — ci 0.75–0.75 · n=358 · 100.0% of resamples held this rank · named in 94% of answers
Nothing soft Nothing — ci 0.38–0.63 · n=358 · 70.0% of resamples held this rank · named in 12% of answers
OnePlus contested OnePlus — ci 0.38–0.63 · n=358 · 55.5% of resamples held this rank · named in 13% of answers
Apple soft Apple — ci 0.38–0.63 · n=358 · 74.3% of resamples held this rank · named in 12% of answers
Xiaomi locked Xiaomi — ci 0.25–0.25 · n=358 · 100.0% of resamples held this rank · named in 5% of answers
Oppo gathering Oppo — gathering data, n=358. No bootstrap interval yet.
Vivo gathering Vivo — gathering data, n=358. 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.

Motorola

0.88–1.00

Google

0.88–1.00

Samsung

0.75–0.75

Nothing

0.38–0.63

OnePlus

0.38–0.63

Apple

0.38–0.63

Xiaomi

0.25–0.25