Azure Key Vault was the only product ChatGPT and Gemini named in every answer: 6 of 6 buyer questions we put to them on 4 August 2026 about secrets management software. Nothing else came close to that reach. At 6 of 6, Azure Key Vault sat in 100% of the answers in this run.
Three products tied for second, each named in 4 of the 6 answers (67%): Akeyless, AWS Secrets Manager, and HashiCorp Vault. Infisical came next at 3 of 6 (50%). Every other tool we recorded landed in two answers or fewer, so the real contest for "who AI recommends" in this category was decided among five names.
We asked ChatGPT and Gemini the same six questions a buyer would type, let each run one live web search, and logged every product named plus every source domain behind the answer. The six questions were: "best secrets management software", "best secrets management software for small teams", "what secrets management software should I use", "best free secrets management software", "most affordable secrets management software", and "secrets management software recommendations".
How the shortlist changed from question to question
The plain "best secrets management software" question returned 7 products: HashiCorp Vault Enterprise, AWS Secrets Manager, Azure Key Vault, Cycode, Akeyless, Infisical, and Bitwarden Secrets Manager. This is an enterprise and cloud-native list, with no consumer tools in it.
Switch the wording to "best free secrets management software" and the answer shifts to 8 products, two of which appear nowhere else in the whole run: Phase and Doppler, each named once and only in the free question. The full free set was Phase, Infisical, 1Password, Keeper Password Manager, Doppler, Akeyless, HashiCorp Vault, and Azure Key Vault. Asking for "free" pulled in developer-first tools that the bare "best" question never surfaced.
Switch again to "most affordable secrets management software" and you get a different 6: AWS Secrets Manager, Azure Key Vault, HashiCorp Vault, Delinea Secret Server, Akeyless Secrets Management, and GCP Secret Manager. Delinea Secret Server appeared here and only here (1 of 6). So did Google's managed service under the "GCP Secret Manager" label. "Affordable" is not the same shortlist as "free": Phase and Doppler dropped out, and pay-as-you-go cloud services moved in.
The "for small teams" question was the only place the consumer password managers showed up: 1Password and Keeper Password Manager first appeared here (each 2 of 6 overall), alongside Bitwarden Secrets Manager, HashiCorp Vault, Azure Key Vault, and Akeyless. "What should I use" was the narrowest answer of all, naming just 4 products: HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, and Google Secret Manager. "Recommendations" surfaced CyberArk (1 of 6), which no other phrasing named.
One label quirk worth flagging from the fan-out: Google's product was recorded as "Google Secret Manager" in the "what should I use" answer and as "GCP Secret Manager" in the "most affordable" answer, never in the same answer and never spelled the same way twice. Only Azure Key Vault survived all six phrasings. For a vendor, that is the headline: "free", "affordable", "for small teams", and "recommendations" behave like four separate shortlists with different winners, even though the buyer thinks they are asking one question.
Where the answers came from
Four domains fed all 6 of the 6 answers: reddit.com, akeyless.io, cycode.com, and infisical.com. One community forum and three vendor blogs tied as the most-cited sources in the run, each sitting behind every answer.
Here is the insight that matters most: three of those four top sources are vendors' own domains, and each of those vendors got its own product named. akeyless.io fed 6 of 6 answers and Akeyless was named in 4 of 6. infisical.com fed 6 of 6 and Infisical was named in 3 of 6. cycode.com fed 6 of 6 and Cycode was named in 2 of 6. In this category, publishing the roundup the assistant reads is a direct route into the answer.
Two smaller vendors show the same pattern further down the list: bitwarden.com fed 1 of 6 answers and Bitwarden Secrets Manager was named in 2 of 6; phase.dev fed 1 of 6 and Phase was named in 1 of 6. The neutral roundups filled out the rest of the citations: imperva.com at 5 of 6 and blog.gitguardian.com at 4 of 6, neither of which is itself a named product. reddit.com was the only pure community thread near the top, and it was behind all 6 of 6 answers; Quora did not appear once.
Review directories barely registered. G2 appeared in 3 of 6 answers and PeerSpot in 1 of 6, while Capterra did not appear at all. In a category buyers associate with software-review sites, ChatGPT and Gemini leaned on Reddit and vendor roundups far more than on directory listings.
What it takes to get a secrets tool named
If you sell secrets management software and you want to be in these answers, this data points to one thing: be inside the sources the assistants actually read. The tools that won were not necessarily the biggest by market share, they were the ones whose names sat in the pages ChatGPT and Gemini pulled. Azure Key Vault reached 6 of 6 while riding roundups like imperva.com (5 of 6) and blog.gitguardian.com (4 of 6). Akeyless reached 4 of 6 with its own akeyless.io behind all 6 answers.
Three concrete moves this data supports: publish and maintain your own category roundup, because akeyless.io, cycode.com, and infisical.com each fed 6 of 6 answers and each earned a naming; get listed in the big neutral roundups, imperva.com (5 of 6) and blog.gitguardian.com (4 of 6); and show up in the Reddit threads the assistants read, since reddit.com sat behind all 6 of 6. The source list, not your market share, decided who was named.
Why we measured this, and where we sit
We do not sell secrets management software, so Glotier is correctly absent from all 6 of these answers, and that is the honest result. We would not want to be named in a category that is not ours. We ran the measurement because it is exactly what we do for a customer's own category: ask the assistants the questions their buyers ask, record every product named and every source behind it, and show where the answer really comes from.
If you sell in this category, running the same check on your own name takes about a minute, no account needed. You would see which of the six phrasings name you, which name a competitor instead, and which exact sources you would need to be in to change that.
The full list, counted
A note on labels before the numbers: HashiCorp's product was recorded under two names, "HashiCorp Vault" (4 of 6) and "HashiCorp Vault Enterprise" (2 of 6); Akeyless likewise as "Akeyless" (4 of 6) and "Akeyless Secrets Management" (1 of 6); and Google as "Google Secret Manager" (1 of 6) and "GCP Secret Manager" (1 of 6). We keep each label on its own row and do not add them together, because the assistants did not name them as one.
| Product | Named in | Share |
|---|---|---|
| Azure Key Vault | 6 of 6 | 100% |
| Akeyless | 4 of 6 | 67% |
| AWS Secrets Manager | 4 of 6 | 67% |
| HashiCorp Vault | 4 of 6 | 67% |
| Infisical | 3 of 6 | 50% |
| 1Password | 2 of 6 | 33% |
| Bitwarden Secrets Manager | 2 of 6 | 33% |
| Cycode | 2 of 6 | 33% |
| HashiCorp Vault Enterprise | 2 of 6 | 33% |
| Keeper Password Manager | 2 of 6 | 33% |