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 compact camera

Ricoh takes the top spot in 99.7% of resamples. All 7 ranked brands hold positions 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

FUJIFILM X100VI | Cameras | FUJIFILM X Series & GFX - USAwww.fujifilm-x.comfujifilm-x.com/en-us/products/came…i/?utm=airanks.net205
Shop Canon PowerShot V1 | Canon U.S.A., Inc.www.usa.canon.comusa.canon.com/shop/p/powershot-v1?utm=airanks.net182
The best compact cameras: we've tried and tested these take anywhere modelswww.techradar.comtechradar.com/cameras/compact-came…as?utm=airanks.net98
The 5 Best Compact Cameras of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/compact?utm=airanks.net69
Specifications | Câmaras | FUJIFILM X Series & GFX - Portugalwww.fujifilm-x.comfujifilm-x.com/pt-pt/products/came…s/?utm=airanks.net46
Canon Support for PowerShot G7 X Mark III | Canon U.S.A., Inc.www.usa.canon.comusa.canon.com/support/p/powershot-…ii?utm=airanks.net32
Specifications | Cameras | FUJIFILM X Series & GFX - Australiawww.fujifilm-x.comfujifilm-x.com/en-au/products/came…s/?utm=airanks.net28
Sony RX100 VII Compact Camera, Unrivalled AF | DSCRX100M7G | Sony Electronicselectronics.sony.comelectronics.sony.com/imaging/compa…7g?utm=airanks.net27

The Ranking, With Its Uncertainty

Ricoh locked Ricoh — ci 1.00–1.00 · n=409 · 99.7% of resamples held this rank · named in 100% of answers
Sony locked Sony — ci 0.83–0.83 · n=409 · 99.7% of resamples held this rank · named in 99% of answers
Fujifilm locked Fujifilm — ci 0.67–0.67 · n=409 · 100.0% of resamples held this rank · named in 87% of answers
Canon locked Canon — ci 0.50–0.50 · n=409 · 100.0% of resamples held this rank · named in 78% of answers
OM System firm OM System — ci 0.17–0.33 · n=409 · 94.4% of resamples held this rank · named in 7% of answers
Panasonic firm Panasonic — ci 0.17–0.33 · n=409 · 94.4% of resamples held this rank · named in 4% of answers
Leica locked Leica — ci 0.00–0.00 · n=409 · 100.0% of resamples held this rank · named in 2% of answers

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.

Ricoh

1.00–1.00

Sony

0.83–0.83

Fujifilm

0.67–0.67

Canon

0.50–0.50

OM System

0.17–0.33

Panasonic

0.17–0.33

Leica

0.00–0.00