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 camera for photography

Sony takes the top spot in 56.6% of resamples. Of 7 ranked brands, only 4 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

Nikon Z 8 Camera | Compact Full Frame Hybrid Camerawww.nikonusa.comnikonusa.com/p/z-8/1695/overview?utm=airanks.net191
FUJIFILM X-T5 | Cameras | FUJIFILM X Series & GFX - USAwww.fujifilm-x.comfujifilm-x.com/en-us/products/came…5/?utm=airanks.net165
Shop Canon EOS R5 Mark II Body | Canon U.S.A, Inc.www.usa.canon.comusa.canon.com/shop/p/eos-r5-mark-ii?utm=airanks.net111
Today's best mirrorless camera: top picks based on in-depth testing | TechRadarwww.techradar.comtechradar.com/news/best-mirrorless…ra?utm=airanks.net108
The best camera for photography: tried and tested picks for every budgetwww.techradar.comtechradar.com/cameras/the-best-cam…hy?utm=airanks.net80
The 6 Best Cameras For Photography of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/by-…hy?utm=airanks.net74
Best Mirrorless Cameras (2026): Full-Frame, APS-C, and More | WIREDwww.wired.comwired.com/gallery/best-mirrorless-…s/?utm=airanks.net69
The best full frame mirrorless cameras in 2026 for photography and video | Amateur Photographeramateurphotographer.comamateurphotographer.com/buying-adv…s/?utm=airanks.net69
The 6 Best Mirrorless Cameras of 2026 - RTINGS.comwww.rtings.comrtings.com/camera/reviews/best/by-…ss?utm=airanks.net55

The Ranking, With Its Uncertainty

Sony contested Sony — ci 0.83–1.00 · n=409 · 56.6% of resamples held this rank · named in 91% of answers
Nikon contested Nikon — ci 0.83–1.00 · n=409 · 56.6% of resamples held this rank · named in 96% of answers
Canon locked Canon — ci 0.67–0.67 · n=409 · 100.0% of resamples held this rank · named in 97% of answers
Fujifilm locked Fujifilm — ci 0.50–0.50 · n=409 · 100.0% of resamples held this rank · named in 94% of answers
Ricoh locked Ricoh — ci 0.33–0.33 · n=409 · 100.0% of resamples held this rank · named in 8% of answers
Hasselblad firm Hasselblad — ci 0.00–0.17 · n=409 · 80.1% of resamples held this rank · named in 1% of answers
OM System gathering OM System — gathering data, n=409. 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.

Sony

0.83–1.00

Nikon

0.83–1.00

Canon

0.67–0.67

Fujifilm

0.50–0.50

Ricoh

0.33–0.33

Hasselblad

0.00–0.17