Subcategory · AI Citation Index
Secrets Management
Azure Key Vault is the consensus pick in secrets management — surfaces in 96% of buyer queries across ChatGPT, Claude, and Gemini, and wins more head-to-heads than any other brand tracked. HashiCorp Vault matches that 96% discovery share on all three engines but loses more comparison queries than it wins. The kingmakers are 1Password and CyberArk — both surface in 90-plus percent of discovery prompts and appear in a dozen head-to-heads, though CyberArk breaks even and 1Password loses every matchup we captured. Zoho Vault is the riser, climbing twelve points in the past two months. This is a consolidated category with a clear AI attention leader and three strong challengers trading volume for win rate.
53 discovery queries · 56 head-to-heads · refreshed May 1, 2026
Discovery stage
The shortlist
Across 53 buyer-style "Secrets Management" queries
HashiCorp Vault and Azure Key Vault each surface in 96% of buyer queries about secrets management, visible across ChatGPT, Claude, and Gemini. 1Password shows up in 91% of those same prompts on all three engines, while CyberArk lands in 87% and GitLab in 81%. Every top-five brand appears on at least three engines — there are no single-engine darlings in the shortlist.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 50/100
Azure Key Vault wins more head-to-head comparisons than any other brand, scoring 76 out of 100 across ten matchups. CyberArk breaks even at 50 across a dozen head-to-heads, while HashiCorp Vault scores 49 across ten comparisons — slightly more losses than wins. 1Password and Zoho Vault each appeared in ten head-to-heads but lost every one we captured, scoring zero.
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Azure Key Vault
Consensus pickMicrosoft cloud-native secrets vault
Read brand profile →Hashicorp
KingmakerOpen-source Vault for infrastructure secrets
Read brand profile →1password
KingmakerTeam password manager with API keys
Read brand profile →Cyberark
KingmakerEnterprise privileged access management suite
Read brand profile →Zoho Vault
RiserSMB password vault with admin controls
Read brand profile →Citation sources
Where AI pulls citations from
537 citations captured across Secrets Management prompt runs.
Vendor pages
227Product, help, and marketing pages from tracked vendors
Independent sources
184Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Secrets Management questions
Every query we captured is top-of-funnel exploration. Buyers ask AI how to ensure only authorized users access sensitive credentials, what solutions exist for managing secrets in DevOps pipelines, and how to manage access to confidential data. The phrasing skews toward discovery — no pricing, feature comparison, or vendor-specific evaluation questions showed up in the mix.
Discovery
Buyers exploring the category- OpenBaoopenbao.org
- What is Infisical? - Infisicalinfisical.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Secrets Management?
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