Thunderdome B2B SaaS AI Visibility Index

← Manufacturing ERP ranking

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

Please clarify what “undefined” refers to here. It could mean several different things in an enterprise context, for example: an identity standard a cloud platform an LLM/API vendor a data classification standard a software stack a security framework If you want, I can help compare options for large enterprises using criteria like: security compliance scalability vendor risk integration cost governance global…

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

Microsoft Entra ID and Okta tie on raw mention count (4 of 9 each), but Microsoft Entra ID wins on quality, averaging position 1.5 versus Okta's 2.5 and taking every first-place slot. The four highest-ranked Manufacturing ERP brands in the category index, including Odoo and SAP S/4HANA, were never mentioned, signaling that AI models are answering an identity governance question, not an ERP question.

AI-generated read of the September 2026 measurements.

Who wins this question

Open

ChatGPTClaudeGemini mentioned · first · avg. pos
Microsoft Entra ID 1113 4/9 · 3× first · #1.5
Okta 2224 4/9 · never first · #2.5
Ping Identity 33 2/9 · never first · #3
Microsoft Azure 51 2/9 · 1× first · #3
Google Workspace 44 2/9 · never first · #4
AWS 62 2/9 · never first · #4
Terraform 45 2/9 · never first · #4.5
CyberArk 57 2/9 · never first · #6
Microsoft 365 1 1/9 · 1× first · #1
Active Directory 2 1/9 · never first · #2
Windows Server 3 1/9 · never first · #3
Red Hat Enterprise Linux 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 20 brands named at least once. Never mentioned here: Epicor Kinetic, Odoo, Katana, SAP S/4HANA, MRPeasy, NetSuite, Acumatica, JobBOSS, Infor CloudSuite Industrial, Microsoft Dynamics 365, Microsoft Dynamics 365 Business Central, SYSPRO, Fishbowl, Oracle Fusion Cloud ERP, Plex.

Build variants of this question: the Manufacturing ERP prompt tree → ← Previous prompt Next prompt →

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