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 iptv

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 VPN service 2026 | TechRadarwww.techradar.comtechradar.com/vpn/best-vpn?utm=airanks.net153
The best VPN in 2026: our top 5 picks | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-vpn?utm=airanks.net120
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.net88
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.net85
How many devices can I use with Surfshark simultaneously? – Surfshark Customer Supportsupport.surfshark.comsupport.surfshark.com/hc/en-us/art…ly?utm=airanks.net65
Your living-room VPN just got faster: IPVanish rolls out WireGuard and OpenVPN on Apple TVwww.techradar.comtechradar.com/vpn/vpn-services/you…tv?utm=airanks.net58
VPN for Android TV & Android TV Box (Free Download) | NordVPNnordvpn.comnordvpn.com/download/android-tv/?utm=airanks.net41

The Ranking, With Its Uncertainty

NordVPN locked NordVPN — ci 1.00–1.00 · n=363 · 100.0% of resamples held this rank · named in 91% of answers
Surfshark locked Surfshark — ci 0.90–0.90 · n=363 · 100.0% of resamples held this rank · named in 97% of answers
ExpressVPN locked ExpressVPN — ci 0.80–0.80 · n=363 · 100.0% of resamples held this rank · named in 92% of answers
ProtonVPN locked ProtonVPN — ci 0.70–0.70 · n=363 · 100.0% of resamples held this rank · named in 52% of answers
IPVanish locked IPVanish — ci 0.60–0.60 · n=363 · 100.0% of resamples held this rank · named in 21% of answers
Mullvad firm Mullvad — ci 0.40–0.50 · n=363 · 85.8% of resamples held this rank · named in 5% of answers
Private Internet Access firm Private Internet Access — ci 0.40–0.50 · n=363 · 85.2% of resamples held this rank · named in 3% of answers
Windscribe gathering Windscribe — gathering data, n=363. No bootstrap interval yet.
CyberGhost gathering CyberGhost — gathering data, n=363. No bootstrap interval yet.
Hotspot Shield gathering Hotspot Shield — gathering data, n=363. No bootstrap interval yet.
Norton VPN gathering Norton VPN — gathering data, n=363. 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

IPVanish

0.60–0.60

Mullvad

0.40–0.50

Private Internet Access

0.40–0.50