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

Best vpn for streaming review

NordVPN takes the top spot in 100.0% of resamples. Of 11 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

The best VPNs for streaming — top choices for Netflix, Disney+, Prime Video and more | TechRadarwww.techradar.comtechradar.com/vpn/the-best-vpn-for…ng?utm=airanks.net229
The best VPN in 2026: our top 5 picks | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-vpn?utm=airanks.net175
Watching TV shows and movies through a VPN | Netflix Help Centerhelp.netflix.comhelp.netflix.com/en/node/114701/?utm=airanks.net85
The best Fire TV Stick VPNs: expert choices based on hours of streaming testing | TechRadarwww.techradar.comtechradar.com/vpn/amazon-fire-tv-s…pn?utm=airanks.net64
VPN deal of the week: 97% of TechRadar readers would rather pay a flat fee than face price rises — here's the VPN that does that best | TechRadarwww.techradar.comtechradar.com/vpn/vpn-services/vpn…st?utm=airanks.net61
I’ve tested 20+ streaming VPNs, and Norton VPN is unmatched | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/streaming-vpn?utm=airanks.net57
The Best VPNs for Streaming Movies, TV Shows & Sportwww.top10vpn.comtop10vpn.com/best-vpn/streaming/?utm=airanks.net37

The Ranking, With Its Uncertainty

NordVPN locked NordVPN — ci 1.00–1.00 · n=366 · 100.0% of resamples held this rank · named in 100% of answers
Surfshark locked Surfshark — ci 0.90–0.90 · n=366 · 100.0% of resamples held this rank · named in 99% of answers
ExpressVPN locked ExpressVPN — ci 0.80–0.80 · n=366 · 100.0% of resamples held this rank · named in 93% of answers
ProtonVPN locked ProtonVPN — ci 0.70–0.70 · n=366 · 100.0% of resamples held this rank · named in 92% of answers
Norton VPN locked Norton VPN — ci 0.60–0.60 · n=366 · 99.6% of resamples held this rank · named in 22% of answers
Mullvad locked Mullvad — ci 0.50–0.50 · n=366 · 99.6% of resamples held this rank · named in 21% of answers
PrivadoVPN locked PrivadoVPN — ci 0.40–0.40 · n=366 · 97.7% of resamples held this rank · named in 8% of answers
CyberGhost soft CyberGhost — ci 0.10–0.30 · n=366 · 79.6% of resamples held this rank · named in 4% of answers
Private Internet Access contested Private Internet Access — ci 0.10–0.30 · n=366 · 58.1% of resamples held this rank · named in 3% of answers
Windscribe contested Windscribe — ci 0.00–0.30 · n=366 · 63.0% of resamples held this rank · named in 2% of answers
IPVanish gathering IPVanish — gathering data, n=366. 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.

NordVPN

1.00–1.00

Surfshark

0.90–0.90

ExpressVPN

0.80–0.80

ProtonVPN

0.70–0.70

Norton VPN

0.60–0.60

Mullvad

0.50–0.50

PrivadoVPN

0.40–0.40

CyberGhost

0.10–0.30

Private Internet Access

0.10–0.30

Windscribe

0.00–0.30