Every category where a model named Zoho Vault for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Business password managers	Identity and access	2%	5 of 35	10%	10	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Zoho Vault yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Zoho Vault across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	1	0	0	1
GPT-5.4 mini	0	0	0	0	0
Gemini 3.5 Flash	1	0	0	0	1
Perplexity Sonar	0	0	0	0	0
Grok 4.1 Fast	0	0	0	1	1
Mistral Small	0	1	1	0	2
DeepSeek V4 Flash	0	0	1	0	1
Llama 4 Maverick	0	2	0	0	2
Qwen 3.7 Flash	0	0	0	0	0
Kimi K2	0	0	0	0	0
GLM 4.7 FlashX	0	0	0	0	0
MiniMax M2.5	0	2	0	0	2

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct1 labelNone

Paraphrase4 labelsNone

Comparative9 labelsNone

Budget-constrained5 labels1

Scale-constrained1 labelNone

Negative0 labelsNone

First choiceAlternativeMentionNegative20 labels in all, every segment counted; 1 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“If your primary constraint is the bottom line, Zoho Vault is virtually unbeatable on price.” Gemini 3.5 Flash · Password managers · budget prompt · first choice

“Zoho Vault is a budget-friendly option that integrates well with the Zoho ecosystem” Mistral Small · Password managers · paraphrase prompt · alternative

“Zoho Vault Enterprise for approval-based and time-limited credential sharing” Claude Haiku 4.5 · Password managers · comparative prompt · alternative

“Other options to consider are Proton Pass, Bitwarden, and Zoho Vault” Llama 4 Maverick · Password managers · budget prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Cheaper options like Zoho Vault ($1/user Standard) or Keeper Starter lack some polish/audits” Grok 4.1 Fast · Password managers · budget prompt · soft negative

Named alongside

The products named in the same answers as Zoho Vault, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Zoho Vault was named but was not.

ProductSame answerTook the first choice insteadHead to head

1Password18 of 209Not in the top three

Bitwarden17 of 208Not in the top three

Keeper Security16 of 205Not in the top three

NordPass16 of 201Not in the top three

Dashlane15 of 200Not in the top three

ManageEngine Password Manager Pro9 of 200Not in the top three

RoboForm7 of 201Not in the top three

Proton Pass7 of 200Not in the top three

LastPass5 of 200Not in the top three

Enpass3 of 200Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Zoho Vault. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 19 of the 20 answers that named Zoho Vault and are not a share of its labels.

Domains cited

pcmag.com15

techrepublic.com13

bitwarden.com11

techbullion.com11

security.org9

petronellatech.com8

passwordmanager.com7

pwdfortress.com6

ifeeltech.com5

aimultiple.com4

Eighty-nine of the eighty-nine domain citations in answers naming Zoho Vault came from somebody else's page.

Pages cited

pcmag.com/picks/the-best-password-managers-for-businesses15

techrepublic.com/article/enterprise-password-managers12

techbullion.com/best-password-manager-business11

security.org/password-manager/best/business9

petronellatech.com/blog/best-password-managers-for-business-2026-comparison-guide8

bitwarden.com/resources/business-password-manager-comparison-report7

bitwarden.com/resources/top-10-enterprise-password-managers-compared5

ifeeltech.com/blog/best-password-manager5

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Zoho Vault's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Zoho Vault, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at zohovault.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.