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 you mean by “undefined” here? A large enterprise might be choosing among very different things, for example: an identity platform, a cloud provider, an LLM/AI platform, a software stack, a data standard, or something else. If you want, I can give you a decision framework specifically for security, compliance, and scale once you specify the category.

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

AWS leads in raw mentions but its average position of 3.4 trails Okta's 2.8, and its visibility collapses entirely in ChatGPT, signaling fragile, model-dependent presence rather than true consensus. More striking, the four top-ranked Real Estate CRM brands, Follow Up Boss, kvCORE, LionDesk, and Wise Agent, appear zero times, meaning AI models are answering a real estate enterprise question with generic infrastructure names instead of category leaders.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 14525 5/9 · 1× first · #3.4
Okta 2252 4/9 · never first · #2.8
Microsoft Entra ID 141 3/9 · 2× first · #2
Azure 256 3/9 · never first · #4.3
Microsoft Azure 14 2/9 · 1× first · #2.5
Red Hat Enterprise Linux 63 2/9 · never first · #4.5
GCP 67 2/9 · never first · #6.5
Active Directory 1 1/9 · 1× first · #1
Google Cloud 3 1/9 · never first · #3
Azure AD 3 1/9 · never first · #3
Ping Identity 3 1/9 · never first · #3
Terraform 3 1/9 · never first · #3

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 18 brands named at least once. Never mentioned here: Follow Up Boss, kvCORE, LionDesk, Wise Agent, Lofty, HubSpot, BoomTown, Sierra Interactive, Salesforce, Real Geeks, Chime, IXACT Contact, CINC.

Build variants of this question: the Real Estate CRM prompt tree → ← Previous prompt Next prompt →

Part of the Real Estate CRM snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.