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

PHRASE

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The Question

← all rankings / dataset COBALT

Best budget smartphone 2026

Motorola takes the top spot in 99.8% 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 Ranking, With Its Uncertainty

Motorola locked Motorola — ci 1.00–1.00 · n=360 · 99.8% of resamples held this rank · named in 92% of answers
Google locked Google — ci 0.80–0.80 · n=360 · 99.8% of resamples held this rank · named in 91% of answers
Samsung locked Samsung — ci 0.60–0.60 · n=360 · 100.0% of resamples held this rank · named in 81% of answers
Apple locked Apple — ci 0.40–0.40 · n=360 · 100.0% of resamples held this rank · named in 40% of answers
Nothing locked Nothing — ci 0.20–0.20 · n=360 · 100.0% of resamples held this rank · named in 6% of answers
OnePlus gathering OnePlus — gathering data, n=360. 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

1.00–1.00

Google

0.80–0.80

Samsung

0.60–0.60

Apple

0.40–0.40

Nothing

0.20–0.20