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 personal use

1Password takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 5 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

Proton Pass: Pricing & Plans | Protonproton.meproton.me/pass/pricing?utm=airanks.net294
Bitwarden Password Manager Pricing & Plans | Bitwardenbitwarden.combitwarden.com/pricing/?utm=airanks.net169
Pricing Plans for the Best Password Manager | 1Password1password.com1password.com/pricing/password-manager?utm=airanks.net164
Password Manager Pricing for Individuals & Families | 1Password1password.com1password.com/pricing/personal?utm=airanks.net91
Best Free & Premium Password Manager | Bitwardenbitwarden.combitwarden.com/products/personal/?utm=airanks.net50
Password Manager for Individuals & Families | 1Password1password.com1password.com/product/password-manager?utm=airanks.net35
Proton Pass: Free password manager with identity protection | Protonproton.meproton.me/pass?utm=airanks.net30
Use the Passwords app to create, manage, and share passwords and passkeys across Apple devices - Apple Supportsupport.apple.comsupport.apple.com/en-la/120758?utm=airanks.net29

The Ranking, With Its Uncertainty

1Password locked 1Password — ci 1.00–1.00 · n=381 · 100.0% of resamples held this rank · named in 100% of answers
Bitwarden locked Bitwarden — ci 0.88–0.88 · n=381 · 100.0% of resamples held this rank · named in 100% of answers
Proton Pass locked Proton Pass — ci 0.75–0.75 · n=381 · 100.0% of resamples held this rank · named in 98% of answers
Apple Passwords locked Apple Passwords — ci 0.63–0.63 · n=381 · 100.0% of resamples held this rank · named in 76% of answers
LastPass firm LastPass — ci 0.25–0.50 · n=381 · 83.3% of resamples held this rank · named in 3% of answers
KeePass contested KeePass — ci 0.13–0.50 · n=381 · 55.5% of resamples held this rank · named in 2% of answers
Dashlane unsettled Dashlane — ci 0.00–0.38 · n=381 · 44.4% of resamples held this rank · named in 1% of answers
NordPass gathering NordPass — gathering data, n=381. No bootstrap interval yet.
Keeper gathering Keeper — gathering data, n=381. 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

0.88–0.88

Proton Pass

0.75–0.75

Apple Passwords

0.63–0.63

LastPass

0.25–0.50

KeePass

0.13–0.50

Dashlane

0.00–0.38