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

What is the best ultralight gaming mouse

Razer takes the top spot in 100.0% of resamples. Of 10 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 Best Lightweight Mouse of 2026: Mice Reviews - RTINGS.comwww.rtings.comrtings.com/mouse/reviews/best/lightest?utm=airanks.net311
SABRE v2 PRO ULTRALIGHT WIRELESS Gaming Mousewww.corsair.comcorsair.com/us/en/p/gaming-mouse/c…ww?utm=airanks.net142
PRO X SUPERLIGHT 2 DEX Wireless Gaming Mouse | Logitech Gwww.logitechg.comlogitechg.com/en-gb/products/gamin…ml?utm=airanks.net80
Logitech G PRO X Superlight 2 Wireless Gaming Mousewww.logitechg.comlogitechg.com/en-us/products/gamin…ml?utm=airanks.net80
Razer Viper V4 Pro: Ultra-Light, Ultra-Fast Wireless Esports Mouse | Razer United Stateswww.razer.comrazer.com/gaming-mice/razer-viper-v4-pro?utm=airanks.net53
Corsair Sabre V2 Pro Ultralight Wireless review - a nearly perfect ultra light gaming mousewww.pcgamesn.compcgamesn.com/corsair/sabre-v2-pro-…ew?utm=airanks.net38
SABRE v2 PRO ULTRALIGHT WIRELESS Gaming Mousewww.corsair.comcorsair.com/us/en/p/gaming-mice/CH…ww?utm=airanks.net29
Razer Viper V4 Pro: Ultra-Light, Ultra-Fast Wireless Esports Mouse | Razer United Kingdomwww.razer.comrazer.com/gb-en/gaming-mice/razer-…ro?utm=airanks.net27

The Ranking, With Its Uncertainty

Razer locked Razer — ci 1.00–1.00 · n=452 · 100.0% of resamples held this rank · named in 87% of answers
Corsair locked Corsair — ci 0.89–0.89 · n=452 · 100.0% of resamples held this rank · named in 72% of answers
Logitech locked Logitech — ci 0.78–0.78 · n=452 · 100.0% of resamples held this rank · named in 60% of answers
Finalmouse locked Finalmouse — ci 0.67–0.67 · n=452 · 99.4% of resamples held this rank · named in 10% of answers
Pulsar locked Pulsar — ci 0.56–0.56 · n=452 · 99.4% of resamples held this rank · named in 5% of answers
Glorious soft Glorious — ci 0.22–0.44 · n=452 · 76.2% of resamples held this rank · named in 2% of answers
Lamzu gathering Lamzu — gathering data, n=452. No bootstrap interval yet.
Endgame Gear gathering Endgame Gear — gathering data, n=452. No bootstrap interval yet.
SteelSeries gathering SteelSeries — gathering data, n=452. No bootstrap interval yet.
Zowie gathering Zowie — gathering data, n=452. 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.

Razer

1.00–1.00

Corsair

0.89–0.89

Logitech

0.78–0.78

Finalmouse

0.67–0.67

Pulsar

0.56–0.56

Glorious

0.22–0.44