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 password manager for family sharing

1Password takes the top spot in 100.0% of resamples. Of 8 ranked brands, only 6 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

A secure, easy-to-use family password manager | Protonproton.meproton.me/pass/family?utm=airanks.net227
Proton Pass: Pricing & Plans | Protonproton.meproton.me/pass/pricing?utm=airanks.net87
Bitwarden Password Manager Pricing & Plans | Bitwardenbitwarden.combitwarden.com/pricing/?utm=airanks.net86
Pricing Plans for the Best Password Manager | 1Password1password.com1password.com/pricing/password-manager?utm=airanks.net75
Password Manager Pricing for Individuals & Families | 1Password1password.com1password.com/pricing/personal?utm=airanks.net71
Personal Password Manager Pricing | Dashlanewww.dashlane.comdashlane.com/pricing-personal?utm=airanks.net59
Password Manager for Individuals & Families | 1Password1password.com1password.com/product/password-manager?utm=airanks.net58

The Ranking, With Its Uncertainty

1Password locked 1Password — ci 1.00–1.00 · n=377 · 100.0% of resamples held this rank · named in 100% of answers
Bitwarden locked Bitwarden — ci 0.86–0.86 · n=377 · 100.0% of resamples held this rank · named in 100% of answers
Proton Pass locked Proton Pass — ci 0.71–0.71 · n=377 · 100.0% of resamples held this rank · named in 96% of answers
Dashlane locked Dashlane — ci 0.57–0.57 · n=377 · 100.0% of resamples held this rank · named in 41% of answers
Apple Passwords locked Apple Passwords — ci 0.43–0.43 · n=377 · 100.0% of resamples held this rank · named in 18% of answers
LastPass firm LastPass — ci 0.00–0.29 · n=377 · 84.4% of resamples held this rank · named in 2% of answers
NordPass gathering NordPass — gathering data, n=377. No bootstrap interval yet.
Keeper gathering Keeper — gathering data, n=377. 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.

1Password

1.00–1.00

Bitwarden

0.86–0.86

Proton Pass

0.71–0.71

Dashlane

0.57–0.57

Apple Passwords

0.43–0.43

LastPass

0.00–0.29