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: an identity/access standard a cloud/platform standard a data/security framework a software/package policy a coding-language behavior like JavaScript undefined If you want, I can also answer more generally with a decision framework for what a large enterprise should standardize on when balancing security, compliance, and scale.

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

AWS leads on mention count and average position (1.7 versus 4.3 for Microsoft Entra ID), but its absence from all three ChatGPT answers shows fragile, model-dependent visibility rather than a consensus pick. The four top-ranked category brands, Teamwork, monday.com, ClickUp, and Productive, were shut out entirely, meaning AI models are answering this enterprise question with a different competitive set than buyers might expect.

AI-generated read of the September 2026 measurements.

Who wins this question

Open

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 122 3/9 · 1× first · #1.7
Microsoft Entra ID 157 3/9 · 1× first · #4.3
Okta 248 3/9 · never first · #4.7
Azure 21 2/9 · 1× first · #1.5
Red Hat Enterprise Linux 33 2/9 · never first · #3
Microsoft Azure 1 1/9 · 1× first · #1
Google Cloud 3 1/9 · never first · #3
Ping Identity 3 1/9 · never first · #3
Microsoft 365 4 1/9 · never first · #4
ForgeRock 4 1/9 · never first · #4
Java 4 1/9 · never first · #4
HashiCorp Terraform 5 1/9 · never first · #5

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 14 brands named at least once. Never mentioned here: Productive, Teamwork, monday.com, ClickUp, Scoro, Asana, Harvest, HubSpot, Function Point, Teamwork.com, Workamajig, Accelo, Notion, Trello, Forecast.

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