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

What is the best budget camera

Canon takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 7 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

Shop Canon EOS R50 | Canon U.S.A., Inc.www.usa.canon.comusa.canon.com/shop/p/eos-r50?utm=airanks.net127
The 5 Best Budget Mirrorless Cameras of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/bud…ss?utm=airanks.net78
The 5 Best Cameras Under $500 of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/by-…00?utm=airanks.net69
Shop Canon EOS R100 | Canon U.S.A., Inc.www.usa.canon.comusa.canon.com/shop/p/eos-r100?utm=airanks.net66
Shop Canon EOS R50 V Body | Canon U.S.A., Inc.www.usa.canon.comusa.canon.com/shop/p/eos-r50-v-body?utm=airanks.net51
THE NIKON Z50II: MASTER THE ONE-TOUCH GLOW-UP WITH CREATIVE CONTROL OF COLORwww.nikonusa.comnikonusa.com/press-room/nikon-z50ii?utm=airanks.net45
Sony Alpha ZV-E10 II - APS-C Interchangeable Lens Mirrorless Content Creators’ Camera | ZV-E10M2B | Sony Electronicselectronics.sony.comelectronics.sony.com/imaging/inter…2b?utm=airanks.net41
The 6 Best Mirrorless Cameras Under $1,000 of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/by-…00?utm=airanks.net39

The Ranking, With Its Uncertainty

Canon locked Canon — ci 1.00–1.00 · n=408 · 100.0% of resamples held this rank · named in 100% of answers
Sony locked Sony — ci 0.88–0.88 · n=408 · 100.0% of resamples held this rank · named in 93% of answers
Nikon locked Nikon — ci 0.75–0.75 · n=408 · 97.7% of resamples held this rank · named in 32% of answers
OM System locked OM System — ci 0.63–0.63 · n=408 · 97.7% of resamples held this rank · named in 26% of answers
Fujifilm soft Fujifilm — ci 0.38–0.50 · n=408 · 67.8% of resamples held this rank · named in 8% of answers
Panasonic soft Panasonic — ci 0.38–0.50 · n=408 · 67.5% of resamples held this rank · named in 8% of answers
Pentax firm Pentax — ci 0.13–0.25 · n=408 · 84.9% of resamples held this rank · named in 4% of answers
DJI firm DJI — ci 0.00–0.25 · n=408 · 80.0% of resamples held this rank · named in 3% of answers
GoPro firm GoPro — ci 0.00–0.13 · n=408 · 93.7% of resamples held this rank · named in 1% 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.

Canon

1.00–1.00

Sony

0.88–0.88

Nikon

0.75–0.75

OM System

0.63–0.63

Fujifilm

0.38–0.50

Panasonic

0.38–0.50

Pentax

0.13–0.25

DJI

0.00–0.25

GoPro

0.00–0.13