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

Skip to main content

The Question

← all rankings / dataset COBALT

Best password manager for family reddit

Bitwarden takes the top spot in 97.6% of resamples. Of 7 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

A secure, easy-to-use family password manager | Protonproton.meproton.me/pass/family?utm=airanks.net170
Proton Pass: Pricing & Plans | Protonproton.meproton.me/pass/pricing?utm=airanks.net89
I can’t decide between Bitwarden and 1Password : r/Passwordswww.reddit.comreddit.com/r/Passwords/comments/1v…d/?utm=airanks.net73
Pricing Plans for the Best Password Manager | 1Password1password.com1password.com/pricing/password-manager?utm=airanks.net65
Proton Pass vs 1Password - what should I choose?www.reddit.comreddit.com/r/PasswordManagers/comm…e/?utm=airanks.net48
Bitwarden Password Manager Pricing & Plans | Bitwardenbitwarden.combitwarden.com/pricing/?utm=airanks.net47
Best Password Manager List & Comparison Table : r/PasswordManagerswww.reddit.comreddit.com/r/PasswordManagers/comm…e/?utm=airanks.net40

The Ranking, With Its Uncertainty

Bitwarden locked Bitwarden — ci 1.00–1.00 · n=381 · 97.6% of resamples held this rank · named in 100% of answers
1Password locked 1Password — ci 0.83–0.83 · n=381 · 97.6% of resamples held this rank · named in 97% of answers
Proton Pass locked Proton Pass — ci 0.67–0.67 · n=381 · 100.0% of resamples held this rank · named in 92% of answers
LastPass firm LastPass — ci 0.33–0.50 · n=381 · 92.1% of resamples held this rank · named in 8% of answers
Apple Passwords firm Apple Passwords — ci 0.33–0.50 · n=381 · 92.1% of resamples held this rank · named in 5% of answers
KeePass gathering KeePass — gathering data, n=381. No bootstrap interval yet.
Dashlane gathering Dashlane — 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.

Bitwarden

1.00–1.00

1Password

0.83–0.83

Proton Pass

0.67–0.67

LastPass

0.33–0.50

Apple Passwords

0.33–0.50