Thunderdome B2B SaaS AI Visibility Index

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Enterprise pick · Prompt 5 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which undefined should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

Could you clarify what “undefined” refers to here? For example, do you mean which platform/vendor/standard/tool a large enterprise should standardize on—such as: identity provider cloud platform endpoint management SIEM DLP EDR/XDR IAM/PAM data governance standard API standard encryption standard “Security, compliance, and scale” are good decision criteria, but I need the actual category to give a useful…

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Microsoft Entra ID and Okta tie on raw mention count at 5 of 9, but Microsoft Entra ID wins on position quality, averaging 2.2 versus Okta's 2.6 and earning all three first-place slots. The striking model split, where Claude names Microsoft Entra ID every time and ChatGPT never does, means visibility here is fragile and model-dependent rather than a settled consensus.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested

ChatGPTClaudeGemini mentioned · first · avg. pos
Microsoft Entra ID 11135 5/9 · 3× first · #2.2
Okta 22234 5/9 · never first · #2.6
AWS 121 3/9 · 2× first · #1.3
Ping Identity 333 3/9 · never first · #3
Terraform 756 3/9 · never first · #6
Azure 22 2/9 · never first · #2
CyberArk 45 2/9 · never first · #4.5
Red Hat Enterprise Linux 54 2/9 · never first · #4.5
Kubernetes 910 2/9 · never first · #9.5
Microsoft Azure 1 1/9 · 1× first · #1
GCP 3 1/9 · never first · #3
ForgeRock 4 1/9 · never first · #4

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 29 brands named at least once. Never mentioned here: Passare, SRS Computing, FrontRunner Professional, Osiris, Gather, Halcyon, FuneralTech, PlotBox, Parting Pro, CRäKN, FDMS, HMIS.

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Part of the Funeral Home & Cemetery Management snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.