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? A few possibilities: an IAM/SSO platform a cloud provider an LLM/AI platform an endpoint/security tool a programming-language convention around undefined/null If you want, I can also answer in a decision-matrix format for a large enterprise, focusing on: security compliance scalability vendor risk integration complexity total cost of ownership

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

Microsoft Entra ID is the more effective performer here: named in 4 of 9 answers but first 3 times with an average position of 1.5, giving it stronger top-slot authority than AWS despite fewer appearances. AWS leads on raw mention count at 5 of 9, driven entirely by Gemini, yet never broke through with ChatGPT, exposing fragile, model-specific visibility that marketers cannot rely on.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 12237 5/9 · 1× first · #3
Microsoft Entra ID 1311 4/9 · 3× first · #1.5
Okta 2422 4/9 · never first · #2.5
Terraform 5553 4/9 · never first · #4.5
Microsoft Azure 114 3/9 · 2× first · #2
OpenTofu 764 3/9 · never first · #5.7
Azure 28 2/9 · never first · #5
GCP 3 1/9 · never first · #3
Google Cloud 3 1/9 · never first · #3
Ping Identity 3 1/9 · never first · #3
Splunk 4 1/9 · never first · #4
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 22 brands named at least once. Never mentioned here: Mindbody, Glofox, PushPress, Zen Planner, Pike13, Mariana Tek, Trainerize, WellnessLiving, Vagaro, Momence, Wodify, TeamUp, Gymdesk, ABC Glofox, My PT Hub.

Build variants of this question: the Fitness & Gym Management prompt tree → ← Previous prompt Next prompt →

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