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 credit card for balance transfers 2026

Citi takes the top spot in 100.0% of resamples. Of 7 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

Citi locked Citi — ci 1.00–1.00 · n=329 · 100.0% of resamples held this rank · named in 93% of answers
Bank of America locked Bank of America — ci 0.83–0.83 · n=329 · 100.0% of resamples held this rank · named in 77% of answers
Chase locked Chase — ci 0.67–0.67 · n=329 · 100.0% of resamples held this rank · named in 51% of answers
Wells Fargo firm Wells Fargo — ci 0.33–0.50 · n=329 · 93.9% of resamples held this rank · named in 25% of answers
Visa firm Visa — ci 0.33–0.50 · n=329 · 93.9% of resamples held this rank · named in 12% of answers
Discover soft Discover — ci 0.00–0.17 · n=329 · 74.0% of resamples held this rank · named in 3% of answers
Mastercard gathering Mastercard — gathering data, n=329. 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.

Citi

1.00–1.00

Bank of America

0.83–0.83

Chase

0.67–0.67

Wells Fargo

0.33–0.50

Visa

0.33–0.50

Discover

0.00–0.17