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 under $100

Motorola takes the top spot in 100.0% of resamples. Of 7 ranked brands, only 3 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

Unlocked Samsung Galaxy A Series - Best Buywww.bestbuy.combestbuy.com/site/searchpage.jsp?utm=airanks.net58
Straight Talk Motorola moto g 2026, 5G, 128GB, Blue - Prepaid Smartphone [Locked to Straight Talk] - Walmart.comwww.walmart.comwalmart.com/ip/17429700518?utm=airanks.net30
Motorola moto g play LTE 64GB (Unlocked) Sapphire Blue PB0C0007US - Best Buywww.bestbuy.combestbuy.com/product/motorola-moto-…29?utm=airanks.net21
Galaxy A15 5G • Unlocked Refurbished | Back Marketwww.backmarket.combackmarket.com/en-us/p/galaxy-a15-5g?utm=airanks.net20
Galaxy A15 5G | Cutting-Edge Essentials Smartphone | Samsung USwww.samsung.comsamsung.com/us/smartphones/galaxy-…g/?utm=airanks.net19
Samsung Refurbished Excellent Galaxy A15 5G A156U (Fully Unlocked) 64GB Brave Black - Best Buywww.bestbuy.combestbuy.com/product/samsung-galaxy…ws?utm=airanks.net19
Specifications - moto g play 2026| Motorola Support USen-us.support.motorola.comen-us.support.motorola.com/app/ans…26?utm=airanks.net14

The Ranking, With Its Uncertainty

Motorola locked Motorola — ci 1.00–1.00 · n=363 · 100.0% of resamples held this rank · named in 83% of answers
Samsung locked Samsung — ci 0.83–0.83 · n=363 · 100.0% of resamples held this rank · named in 66% of answers
Google locked Google — ci 0.67–0.67 · n=363 · 97.6% of resamples held this rank · named in 17% of answers
NUU contested NUU — ci 0.17–0.50 · n=363 · 46.5% of resamples held this rank · named in 8% of answers
BLU unsettled BLU — ci 0.17–0.50 · n=363 · 42.4% of resamples held this rank · named in 11% of answers
Apple soft Apple — ci 0.17–0.50 · n=363 · 74.9% of resamples held this rank · named in 7% of answers
Nokia gathering Nokia — gathering data, n=363. 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

Samsung

0.83–0.83

Google

0.67–0.67

NUU

0.17–0.50

BLU

0.17–0.50

Apple

0.17–0.50