Thunderdome B2B SaaS AI Visibility Index

← Food & Beverage Manufacturing 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

A large enterprise should standardize on an Identity and Access Management (IAM) platform for anything framed around security, compliance, and scale. If you meant “which vendor/product,” the usual enterprise-standard categories are: Microsoft Entra ID (Azure AD) — strong for Microsoft-heavy environments Okta — strong cross-platform identity provider Ping Identity — common in complex enterprise and regulated…

Named across its answers: 1. Microsoft Entra ID2. Okta3. Ping Identity4. ForgeRock

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

Microsoft Entra ID and Okta share the lead with identical mention counts (4 of 9), but Microsoft Entra ID edges ahead on first-recommendation rate and a tighter average position of 2.8 versus 3.3. The top Food & Beverage category brands, including Infor CloudSuite Food & Beverage and Wherefour, were shut out entirely, meaning AI models are routing enterprise security questions toward identity platforms rather than industry-specific software.

AI-generated read of the September 2026 measurements.

Who wins this question

Open Consensus

All three models name Microsoft Entra ID and Okta on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Microsoft Entra ID 1217 4/9 · 2× first · #2.8
Okta 2128 4/9 · 1× first · #3.3
Ping Identity 333 3/9 · never first · #3
AWS 155 3/9 · 1× first · #3.7
ForgeRock 44 2/9 · never first · #4
Azure 26 2/9 · never first · #4
Red Hat Enterprise Linux 1 1/9 · 1× first · #1
Red Hat Satellite 2 1/9 · never first · #2
Google Cloud 3 1/9 · never first · #3
Ansible 3 1/9 · never first · #3
HashiCorp Vault 4 1/9 · never first · #4
Microsoft Azure 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 16 brands named at least once. Never mentioned here: Aptean, Infor CloudSuite Food & Beverage, Wherefour, Microsoft Dynamics 365, SAP S/4HANA, Deacom, Craftybase, Katana, Oracle NetSuite, SAP, MRPeasy, NetSuite, JustFood ERP, Icicle, Deacom ERP.

Build variants of this question: the Food & Beverage Manufacturing prompt tree → ← Previous prompt Next prompt →

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