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

Best budget smartphone camera

Google takes the top spot in 100.0% 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

Pixel 10a: the Real Deal, Built for Real Lifestore.google.comstore.google.com/us/product/pixel_10a?utm=airanks.net140
Explore Pixel 9a Phone Specifications - Google Storestore.google.comstore.google.com/us/product/pixel_…cs?utm=airanks.net96
Google Pixel 10a review: The sidegrade - Ars Technicaarstechnica.comarstechnica.com/gadgets/2026/03/th…e/?utm=airanks.net87
Best cheap phones 2026 tested — Our top budget phone picks | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-chea…es?utm=airanks.net56
Google announces the new Pixel 10a for $499blog.googleblog.google/products-and-platforms…a/?utm=airanks.net42
Best budget camera phone in 2026: take great pictures without spending a fortune | Digital Camera Worldwww.digitalcameraworld.comdigitalcameraworld.com/buying-guid…es?utm=airanks.net37
Pixel 9a, AI Magic Made Simple - Google Storestore.google.comstore.google.com/us/product/pixel_9a?utm=airanks.net37
Google Pixel 10a review: cheaper Android is great, but no real advance | Google | The Guardianwww.theguardian.comtheguardian.com/technology/2026/ma…fe?utm=airanks.net26

The Ranking, With Its Uncertainty

Google locked Google — ci 1.00–1.00 · n=357 · 100.0% of resamples held this rank · named in 100% of answers
Samsung locked Samsung — ci 0.83–0.83 · n=357 · 100.0% of resamples held this rank · named in 73% of answers
Apple locked Apple — ci 0.67–0.67 · n=357 · 100.0% of resamples held this rank · named in 45% of answers
Nothing soft Nothing — ci 0.33–0.50 · n=357 · 79.3% of resamples held this rank · named in 20% of answers
Motorola soft Motorola — ci 0.33–0.50 · n=357 · 79.3% of resamples held this rank · named in 22% of answers
OnePlus firm OnePlus — ci 0.00–0.17 · n=357 · 88.9% of resamples held this rank · named in 1% of answers
Sony gathering Sony — gathering data, n=357. 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.

Google

1.00–1.00

Samsung

0.83–0.83

Apple

0.67–0.67

Nothing

0.33–0.50

Motorola

0.33–0.50

OnePlus

0.00–0.17